diff --git a/Cargo.lock b/Cargo.lock index ef50325..69a2319 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -21,7 +21,7 @@ dependencies = [ "either", "futures", "http", - "reqwest", + "reqwest 0.12.28", "serde", "serde_json", "thiserror", @@ -47,7 +47,8 @@ dependencies = [ "futures", "http", "indexmap", - "reqwest", + "reqwest 0.12.28", + "rmcp", "serde", "serde_json", "serde_yaml", @@ -167,6 +168,17 @@ dependencies = [ "syn", ] +[[package]] +name = "async-trait" +version = "0.1.89" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb" +dependencies = [ + "proc-macro2", + "quote", + "syn", +] + [[package]] name = "atoi" version = "2.0.0" @@ -188,6 +200,29 @@ version = "1.5.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53" +[[package]] +name = "aws-lc-rs" +version = "1.17.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4342d8937fc7e5dd9b1c60292261c0670c882a2cd1719cfc11b1af41731e32ad" +dependencies = [ + "aws-lc-sys", + "zeroize", +] + +[[package]] +name = "aws-lc-sys" +version = "0.42.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6d9ceb1da931507a12f4fccea479dccd00da1943e1b4ae72d8e502d707361444" +dependencies = [ + "cc", + "cmake", + "dunce", + "fs_extra", + "pkg-config", +] + [[package]] name = "axum" version = "0.8.9" @@ -304,6 +339,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "556e016178bb5662a08681bbe0f00f8e17631781a4dfc8c45e466e4b185ec27f" dependencies = [ "find-msvc-tools", + "jobserver", + "libc", "shlex", ] @@ -400,12 +437,31 @@ version = "1.1.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9" +[[package]] +name = "cmake" +version = "0.1.58" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c0f78a02292a74a88ac736019ab962ece0bc380e3f977bf72e376c5d78ff0678" +dependencies = [ + "cc", +] + [[package]] name = "colorchoice" version = "1.0.5" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570" +[[package]] +name = "combine" +version = "4.6.7" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ba5a308b75df32fe02788e748662718f03fde005016435c444eea572398219fd" +dependencies = [ + "bytes", + "memchr", +] + [[package]] name = "concurrent-queue" version = "2.5.0" @@ -595,6 +651,12 @@ version = "0.15.7" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "1aaf95b3e5c8f23aa320147307562d361db0ae0d51242340f558153b4eb2439b" +[[package]] +name = "dunce" +version = "1.0.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "92773504d58c093f6de2459af4af33faa518c13451eb8f2b5698ed3d36e7c813" + [[package]] name = "either" version = "1.16.0" @@ -695,6 +757,12 @@ dependencies = [ "percent-encoding", ] +[[package]] +name = "fs_extra" +version = "1.3.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c" + [[package]] name = "futures" version = "0.3.32" @@ -1230,6 +1298,65 @@ version = "1.0.18" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682" +[[package]] +name = "jni" +version = "0.22.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5efd9a482cf3a427f00d6b35f14332adc7902ce91efb778580e180ff90fa3498" +dependencies = [ + "cfg-if", + "combine", + "jni-macros", + "jni-sys", + "log", + "simd_cesu8", + "thiserror", + "walkdir", + "windows-link", +] + +[[package]] +name = "jni-macros" +version = "0.22.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a00109accc170f0bdb141fed3e393c565b6f5e072365c3bd58f5b062591560a3" +dependencies = [ + "proc-macro2", + "quote", + "rustc_version", + "simd_cesu8", + "syn", +] + +[[package]] +name = "jni-sys" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c6377a88cb3910bee9b0fa88d4f42e1d2da8e79915598f65fb0c7ee14c878af2" +dependencies = [ + "jni-sys-macros", +] + +[[package]] +name = "jni-sys-macros" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264" +dependencies = [ + "quote", + "syn", +] + +[[package]] +name = "jobserver" +version = "0.1.35" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3" +dependencies = [ + "getrandom 0.4.2", + "libc", +] + [[package]] name = "js-sys" version = "0.3.99" @@ -1400,6 +1527,18 @@ dependencies = [ "tempfile", ] +[[package]] +name = "nix" +version = "0.31.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cf20d2fde8ff38632c426f1165ed7436270b44f199fc55284c38276f9db47c3d" +dependencies = [ + "bitflags", + "cfg-if", + "cfg_aliases", + "libc", +] + [[package]] name = "nu-ansi-term" version = "0.50.3" @@ -1475,9 +1614,9 @@ checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e" [[package]] name = "openssl" -version = "0.10.80" +version = "0.10.81" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a45fa2aa886c42762255da344f0a0d313e254066c46aad76f300c3d3da62d967" +checksum = "77823a27f0babb03091cb9ed9ef80af3b39dbc82f97e8fa530374b7dafd87a45" dependencies = [ "bitflags", "cfg-if", @@ -1506,9 +1645,9 @@ checksum = "7c87def4c32ab89d880effc9e097653c8da5d6ef28e6b539d313baaacfbafcbe" [[package]] name = "openssl-sys" -version = "0.9.116" +version = "0.9.117" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f28a22dc7140cda5f096e5e7724a6962ca81a7f8bfd2979f9b18c11af56318c4" +checksum = "b47e7e6bb2c38cd930d25a23b40fa52e068c10e85f3e03a7f5ba5aaca5713695" dependencies = [ "cc", "libc", @@ -1664,6 +1803,20 @@ dependencies = [ "unicode-ident", ] +[[package]] +name = "process-wrap" +version = "9.1.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2e842efad9119158434d193c6682e2ebee4b44d6ad801d7b349623b3f57cdf55" +dependencies = [ + "futures", + "indexmap", + "nix", + "tokio", + "tracing", + "windows", +] + [[package]] name = "quinn" version = "0.11.9" @@ -1690,6 +1843,7 @@ version = "0.11.14" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "434b42fec591c96ef50e21e886936e66d3cc3f737104fdb9b737c40ffb94c098" dependencies = [ + "aws-lc-rs", "bytes", "getrandom 0.3.4", "lru-slab", @@ -1905,11 +2059,51 @@ dependencies = [ "url", "wasm-bindgen", "wasm-bindgen-futures", - "wasm-streams", + "wasm-streams 0.4.2", "web-sys", "webpki-roots 1.0.7", ] +[[package]] +name = "reqwest" +version = "0.13.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "219c5811de6525e5416c7d5d53bb656d3afdbc6c5af816e0802bcfa42dbdc1c3" +dependencies = [ + "base64", + "bytes", + "futures-core", + "futures-util", + "http", + "http-body", + "http-body-util", + "hyper", + "hyper-rustls", + "hyper-util", + "js-sys", + "log", + "percent-encoding", + "pin-project-lite", + "quinn", + "rustls", + "rustls-pki-types", + "rustls-platform-verifier", + "serde", + "serde_json", + "sync_wrapper", + "tokio", + "tokio-rustls", + "tokio-util", + "tower", + "tower-http", + "tower-service", + "url", + "wasm-bindgen", + "wasm-bindgen-futures", + "wasm-streams 0.5.0", + "web-sys", +] + [[package]] name = "ring" version = "0.17.14" @@ -1924,6 +2118,29 @@ dependencies = [ "windows-sys 0.52.0", ] +[[package]] +name = "rmcp" +version = "1.8.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1d1f571c72940a19d9532fe52dbea8bc9912bf1d766c2970bb824056b86f3f59" +dependencies = [ + "async-trait", + "chrono", + "futures", + "http", + "pin-project-lite", + "process-wrap", + "reqwest 0.13.4", + "serde", + "serde_json", + "sse-stream", + "thiserror", + "tokio", + "tokio-stream", + "tokio-util", + "tracing", +] + [[package]] name = "rsa" version = "0.9.10" @@ -1950,6 +2167,15 @@ version = "2.1.2" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "94300abf3f1ae2e2b8ffb7b58043de3d399c73fa6f4b73826402a5c457614dbe" +[[package]] +name = "rustc_version" +version = "0.4.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "cfcb3a22ef46e85b45de6ee7e79d063319ebb6594faafcf1c225ea92ab6e9b92" +dependencies = [ + "semver", +] + [[package]] name = "rustix" version = "1.1.4" @@ -1960,7 +2186,7 @@ dependencies = [ "errno", "libc", "linux-raw-sys", - "windows-sys 0.61.2", + "windows-sys 0.52.0", ] [[package]] @@ -1969,6 +2195,7 @@ version = "0.23.40" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ef86cd5876211988985292b91c96a8f2d298df24e75989a43a3c73f2d4d8168b" dependencies = [ + "aws-lc-rs", "once_cell", "ring", "rustls-pki-types", @@ -1977,6 +2204,18 @@ dependencies = [ "zeroize", ] +[[package]] +name = "rustls-native-certs" +version = "0.8.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "dab5152771c58876a2146916e53e35057e1a4dfa2b9df0f0305b07f611fdea4d" +dependencies = [ + "openssl-probe", + "rustls-pki-types", + "schannel", + "security-framework", +] + [[package]] name = "rustls-pki-types" version = "1.14.1" @@ -1987,12 +2226,40 @@ dependencies = [ "zeroize", ] +[[package]] +name = "rustls-platform-verifier" +version = "0.7.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "26d1e2536ce4f35f4846aa13bff16bd0ff40157cdb14cc056c7b14ba41233ba0" +dependencies = [ + "core-foundation", + "core-foundation-sys", + "jni", + "log", + "once_cell", + "rustls", + "rustls-native-certs", + "rustls-platform-verifier-android", + "rustls-webpki", + "security-framework", + "security-framework-sys", + "webpki-root-certs", + "windows-sys 0.52.0", +] + +[[package]] +name = "rustls-platform-verifier-android" +version = "0.1.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f87165f0995f63a9fbeea62b64d10b4d9d8e78ec6d7d51fb2125fda7bb36788f" + [[package]] name = "rustls-webpki" version = "0.103.13" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "61c429a8649f110dddef65e2a5ad240f747e85f7758a6bccc7e5777bd33f756e" dependencies = [ + "aws-lc-rs", "ring", "rustls-pki-types", "untrusted", @@ -2214,6 +2481,22 @@ dependencies = [ "rand_core 0.6.4", ] +[[package]] +name = "simd_cesu8" +version = "1.1.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "94f90157bb87cddf702797c5dadfa0be7d266cdf49e22da2fcaa32eff75b2c33" +dependencies = [ + "rustc_version", + "simdutf8", +] + +[[package]] +name = "simdutf8" +version = "0.1.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e" + [[package]] name = "slab" version = "0.4.12" @@ -2448,6 +2731,19 @@ dependencies = [ "url", ] +[[package]] +name = "sse-stream" +version = "0.2.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "f3962b63f038885f15bce2c6e02c0e7925c072f1ac86bb60fd44c5c6b762fb72" +dependencies = [ + "bytes", + "futures-util", + "http-body", + "http-body-util", + "pin-project-lite", +] + [[package]] name = "stable_deref_trait" version = "1.2.1" @@ -2515,10 +2811,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd" dependencies = [ "fastrand", - "getrandom 0.4.2", + "getrandom 0.3.4", "once_cell", "rustix", - "windows-sys 0.61.2", + "windows-sys 0.52.0", ] [[package]] @@ -3043,6 +3339,19 @@ dependencies = [ "web-sys", ] +[[package]] +name = "wasm-streams" +version = "0.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "9d1ec4f6517c9e11ae630e200b2b65d193279042e28edd4a2cda233e46670bbb" +dependencies = [ + "futures-util", + "js-sys", + "wasm-bindgen", + "wasm-bindgen-futures", + "web-sys", +] + [[package]] name = "wasmparser" version = "0.244.0" @@ -3075,6 +3384,15 @@ dependencies = [ "wasm-bindgen", ] +[[package]] +name = "webpki-root-certs" +version = "1.0.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0d46a5a140e6f7afeccd8eae97eff335163939eac8b929834875168b29b3d267" +dependencies = [ + "rustls-pki-types", +] + [[package]] name = "webpki-roots" version = "0.26.11" @@ -3112,6 +3430,27 @@ dependencies = [ "windows-sys 0.61.2", ] +[[package]] +name = "windows" +version = "0.62.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "527fadee13e0c05939a6a05d5bd6eec6cd2e3dbd648b9f8e447c6518133d8580" +dependencies = [ + "windows-collections", + "windows-core", + "windows-future", + "windows-numerics", +] + +[[package]] +name = "windows-collections" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "23b2d95af1a8a14a3c7367e1ed4fc9c20e0a26e79551b1454d72583c97cc6610" +dependencies = [ + "windows-core", +] + [[package]] name = "windows-core" version = "0.62.2" @@ -3125,6 +3464,17 @@ dependencies = [ "windows-strings", ] +[[package]] +name = "windows-future" +version = "0.3.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e1d6f90251fe18a279739e78025bd6ddc52a7e22f921070ccdc67dde84c605cb" +dependencies = [ + "windows-core", + "windows-link", + "windows-threading", +] + [[package]] name = "windows-implement" version = "0.60.2" @@ -3153,6 +3503,16 @@ version = "0.2.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5" +[[package]] +name = "windows-numerics" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6e2e40844ac143cdb44aead537bbf727de9b044e107a0f1220392177d15b0f26" +dependencies = [ + "windows-core", + "windows-link", +] + [[package]] name = "windows-result" version = "0.4.1" @@ -3255,6 +3615,15 @@ dependencies = [ "windows_x86_64_msvc 0.53.1", ] +[[package]] +name = "windows-threading" +version = "0.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3949bd5b99cafdf1c7ca86b43ca564028dfe27d66958f2470940f73d86d75b37" +dependencies = [ + "windows-link", +] + [[package]] name = "windows_aarch64_gnullvm" version = "0.48.5" diff --git a/Cargo.toml b/Cargo.toml index 3086e33..ce3289e 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -27,6 +27,7 @@ futures = "0.3" indexmap = "2" http = "1" reqwest = { version = "0.12", default-features = false } +rmcp = { version = "1.8", default-features = false } serde = { version = "1", features = ["derive"] } serde_json = "1" thiserror = "2" diff --git a/crates/agentic-server-core/Cargo.toml b/crates/agentic-server-core/Cargo.toml index 07a41ae..b7919fc 100644 --- a/crates/agentic-server-core/Cargo.toml +++ b/crates/agentic-server-core/Cargo.toml @@ -22,6 +22,12 @@ futures.workspace = true indexmap.workspace = true http.workspace = true reqwest = { workspace = true, features = ["default-tls", "stream"] } +rmcp = { workspace = true, features = [ + "client", + "reqwest", + "transport-child-process", + "transport-streamable-http-client-reqwest", +] } serde.workspace = true serde_json.workspace = true thiserror.workspace = true diff --git a/crates/agentic-server-core/src/events/normalize.rs b/crates/agentic-server-core/src/events/normalize.rs index f05cdd0..9bc12b7 100644 --- a/crates/agentic-server-core/src/events/normalize.rs +++ b/crates/agentic-server-core/src/events/normalize.rs @@ -60,6 +60,8 @@ fn classify_event_type(type_str: &str) -> SSEEventType { "response.web_search_call.in_progress" => SSEEventType::WebSearchCallInProgress, "response.web_search_call.searching" => SSEEventType::WebSearchCallSearching, "response.web_search_call.completed" => SSEEventType::WebSearchCallCompleted, + "response.mcp_tool_call.in_progress" => SSEEventType::McpToolCallInProgress, + "response.mcp_tool_call.completed" => SSEEventType::McpToolCallCompleted, _ => SSEEventType::Other, } } @@ -94,6 +96,8 @@ fn extract_payload(event_type: SSEEventType, json: &Value) -> EventPayload { | SSEEventType::WebSearchCallInProgress | SSEEventType::WebSearchCallSearching | SSEEventType::WebSearchCallCompleted + | SSEEventType::McpToolCallInProgress + | SSEEventType::McpToolCallCompleted | SSEEventType::Other => EventPayload::Raw(json.clone()), } } diff --git a/crates/agentic-server-core/src/events/types.rs b/crates/agentic-server-core/src/events/types.rs index 08d2f9d..e9ae4db 100644 --- a/crates/agentic-server-core/src/events/types.rs +++ b/crates/agentic-server-core/src/events/types.rs @@ -7,6 +7,8 @@ use crate::types::io::ResponseUsage; pub enum SSEItemType { Reasoning, FunctionCall, + WebSearchCall, + McpToolCall, Message, } @@ -16,6 +18,8 @@ impl SSEItemType { match self { Self::Reasoning => "reasoning", Self::FunctionCall => "function_call", + Self::WebSearchCall => "web_search_call", + Self::McpToolCall => "mcp_tool_call", Self::Message => "message", } } @@ -26,6 +30,8 @@ impl From<&str> for SSEItemType { match s { "reasoning" => Self::Reasoning, "function_call" => Self::FunctionCall, + "web_search_call" => Self::WebSearchCall, + "mcp_tool_call" => Self::McpToolCall, _ => Self::Message, } } @@ -91,6 +97,8 @@ pub enum SSEEventType { WebSearchCallInProgress, WebSearchCallSearching, WebSearchCallCompleted, + McpToolCallInProgress, + McpToolCallCompleted, // Catch-all for unrecognized events Other, diff --git a/crates/agentic-server-core/src/executor/accumulator.rs b/crates/agentic-server-core/src/executor/accumulator.rs index 7a13a26..b3dbf4e 100644 --- a/crates/agentic-server-core/src/executor/accumulator.rs +++ b/crates/agentic-server-core/src/executor/accumulator.rs @@ -249,11 +249,19 @@ impl ResponseAccumulator { item, text: String::with_capacity(256), }), + SSEItemType::WebSearchCall | SSEItemType::McpToolCall => None, }; if let Some(inflight) = entry { self.in_flight.insert(item_id.clone(), inflight); } } + (SSEEventType::OutputItemDone, EventPayload::OutputItemDone { item, .. }) => { + if let Some(output_item @ (OutputItem::WebSearchCall(_) | OutputItem::McpToolCall(_))) = + deserialize_from_value_opt::(item.clone()) + { + self.output.push(output_item); + } + } (SSEEventType::ReasoningTextDelta, EventPayload::ReasoningDelta { delta, item_id }) => { if let Some(InFlight::Reasoning { text, .. }) = self.in_flight.get_mut(item_id) { text.push_str(delta); @@ -494,6 +502,37 @@ mod tests { } } + #[test] + fn test_process_event_mcp_tool_call_done_accumulates_output() { + let lines = vec![ + r#"data: {"type":"response.output_item.added","output_index":0,"item":{"type":"mcp_tool_call","id":"mcp_1","server":"repo","tool":"read_mcp_resource","arguments":{"server":"repo"},"status":"in_progress"}}"#.to_string(), + r#"data: {"type":"response.mcp_tool_call.in_progress","item_id":"mcp_1","output_index":0}"#.to_string(), + r#"data: {"type":"response.mcp_tool_call.completed","item_id":"mcp_1","output_index":0,"item":{"type":"mcp_tool_call","id":"mcp_1","server":"repo","tool":"read_mcp_resource","arguments":{"server":"repo"},"status":"completed","result":{"contents":[]}}}"#.to_string(), + r#"data: {"type":"response.output_item.done","output_index":0,"item":{"type":"mcp_tool_call","id":"mcp_1","server":"repo","tool":"read_mcp_resource","arguments":{"server":"repo"},"status":"completed","result":{"contents":[]}}}"#.to_string(), + r#"data: {"type":"response.done","response":{"id":"resp_1","status":"completed","usage":{"input_tokens":5,"output_tokens":2,"total_tokens":7}}}"#.to_string(), + ]; + + let acc = ResponseAccumulator::from_sse_lines(lines, None); + assert_eq!(acc.status, ResponseStatus::Completed); + assert_eq!(acc.output.len(), 1); + assert!(matches!(acc.output[0], OutputItem::McpToolCall(_))); + } + + #[test] + fn test_process_event_web_search_done_accumulates_output() { + let lines = vec![ + r#"data: {"type":"response.output_item.added","output_index":0,"item":{"type":"web_search_call","id":"ws_1","status":"in_progress","action":{"type":"search","query":"rust","sources":[]}}}"#.to_string(), + r#"data: {"type":"response.web_search_call.in_progress","item_id":"ws_1","output_index":0}"#.to_string(), + r#"data: {"type":"response.output_item.done","output_index":0,"item":{"type":"web_search_call","id":"ws_1","status":"completed","action":{"type":"search","query":"rust","sources":[]}}}"#.to_string(), + r#"data: {"type":"response.done","response":{"id":"resp_1","status":"completed","usage":{"input_tokens":5,"output_tokens":2,"total_tokens":7}}}"#.to_string(), + ]; + + let acc = ResponseAccumulator::from_sse_lines(lines, None); + assert_eq!(acc.status, ResponseStatus::Completed); + assert_eq!(acc.output.len(), 1); + assert!(matches!(acc.output[0], OutputItem::WebSearchCall(_))); + } + #[test] fn test_process_event_completed_with_usage() { let mut acc = ResponseAccumulator::new("resp_1".into(), None); diff --git a/crates/agentic-server-core/src/executor/engine.rs b/crates/agentic-server-core/src/executor/engine.rs index 4dd8fb1..25db62f 100644 --- a/crates/agentic-server-core/src/executor/engine.rs +++ b/crates/agentic-server-core/src/executor/engine.rs @@ -108,7 +108,7 @@ async fn run_until_gateway_tools_complete( stream_events: Option<&mpsc::UnboundedSender>, ) -> ExecutorResult<(ResponsePayload, RequestContext)> { let registry: ToolRegistry = match ctx.enriched_request.tools.as_ref() { - Some(tools) => ToolRegistry::build_with_handlers(tools, |tool_type| exec_ctx.gateway_executors.get(tool_type))?, + Some(tools) => ToolRegistry::build_with_handlers(tools, &exec_ctx.gateway_executors).await?, None => ToolRegistry::default(), }; let mut combined_output: Vec = Vec::new(); diff --git a/crates/agentic-server-core/src/executor/gateway.rs b/crates/agentic-server-core/src/executor/gateway.rs index b13b9bd..298d597 100644 --- a/crates/agentic-server-core/src/executor/gateway.rs +++ b/crates/agentic-server-core/src/executor/gateway.rs @@ -7,7 +7,7 @@ use tokio::sync::mpsc; use crate::executor::error::{ExecutorError, ExecutorResult}; use crate::executor::request::RequestContext; use crate::tool::{GatewayDispatchResult, ToolError, ToolOutput, ToolRegistry, ToolType}; -use crate::types::io::output::{FunctionToolCall, WebSearchCallStatus}; +use crate::types::io::output::{FunctionToolCall, GatewayCallStatus}; use crate::types::io::{InputItem, OutputItem, ResponsesInput}; use crate::utils::common::serialize_to_string; @@ -167,9 +167,9 @@ async fn execute_gateway_call_with_timeout( ))), }); let (output, status) = match dispatch.output { - Ok(output) => (output, WebSearchCallStatus::Completed), + Ok(output) => (output, GatewayCallStatus::Completed), Err(ToolError::Execution(message) | ToolError::Config(message)) => { - (execution_error_output(&call, &message)?, WebSearchCallStatus::Failed) + (execution_error_output(&call, &message)?, GatewayCallStatus::Failed) } }; let public_output = gateway_public_output(dispatch.tool_type, &call, &output, status); @@ -184,15 +184,12 @@ fn gateway_public_output( tool_type: ToolType, call: &FunctionToolCall, output: &ToolOutput, - status: WebSearchCallStatus, + status: GatewayCallStatus, ) -> Option { match tool_type { ToolType::WebSearch => Some(crate::tool::web_search::output_item(call, output, status)), - ToolType::Function - | ToolType::CodexNamespace - | ToolType::Mcp - | ToolType::FileSearch - | ToolType::CodeInterpreter => None, + ToolType::Mcp => Some(crate::tool::mcp::handler::output_item(call, output, status)), + ToolType::Function | ToolType::CodexNamespace | ToolType::FileSearch | ToolType::CodeInterpreter => None, } } @@ -255,9 +252,9 @@ fn gateway_event_plans( output_index: u32::try_from(output_index).unwrap_or(u32::MAX), started_output: match entry.tool_type { ToolType::WebSearch => Some(crate::tool::web_search::started_output_item(call)), + ToolType::Mcp => Some(crate::tool::mcp::handler::started_output_item(call)), ToolType::Function | ToolType::CodexNamespace - | ToolType::Mcp | ToolType::FileSearch | ToolType::CodeInterpreter => None, }, @@ -290,9 +287,6 @@ fn emit_gateway_start_events( let Some(output_item) = &plan.started_output else { continue; }; - let OutputItem::WebSearchCall(web_search_call) = output_item else { - continue; - }; let item = output_item_value(output_item)?; let added_event = serde_json::json!({ "type": "response.output_item.added", @@ -300,18 +294,31 @@ fn emit_gateway_start_events( "item": item }); emit_sse_json(sender, &added_event)?; - let in_progress_event = serde_json::json!({ - "type": "response.web_search_call.in_progress", - "item_id": web_search_call.id, - "output_index": plan.output_index - }); - emit_sse_json(sender, &in_progress_event)?; - let searching_event = serde_json::json!({ - "type": "response.web_search_call.searching", - "item_id": web_search_call.id, - "output_index": plan.output_index - }); - emit_sse_json(sender, &searching_event)?; + match output_item { + OutputItem::WebSearchCall(web_search_call) => { + let in_progress_event = serde_json::json!({ + "type": "response.web_search_call.in_progress", + "item_id": web_search_call.id, + "output_index": plan.output_index + }); + emit_sse_json(sender, &in_progress_event)?; + let searching_event = serde_json::json!({ + "type": "response.web_search_call.searching", + "item_id": web_search_call.id, + "output_index": plan.output_index + }); + emit_sse_json(sender, &searching_event)?; + } + OutputItem::McpToolCall(mcp_tool_call) => { + let in_progress_event = serde_json::json!({ + "type": "response.mcp_tool_call.in_progress", + "item_id": mcp_tool_call.id, + "output_index": plan.output_index + }); + emit_sse_json(sender, &in_progress_event)?; + } + OutputItem::Message(_) | OutputItem::FunctionCall(_) | OutputItem::Reasoning(_) | OutputItem::Unknown => {} + } } Ok(()) } @@ -325,18 +332,26 @@ fn emit_gateway_completed_events( return Ok(()); }; for result in results { - let Some(OutputItem::WebSearchCall(web_search_call)) = &result.public_output else { + let Some(public_output) = &result.public_output else { continue; }; let output_index = plans .iter() .find(|plan| plan.call_id == result.call.call_id) .map_or(0, |plan| plan.output_index); - let output_item = OutputItem::WebSearchCall(web_search_call.clone()); - let item = output_item_value(&output_item)?; + let (event_type, item_id) = match public_output { + OutputItem::WebSearchCall(web_search_call) => { + ("response.web_search_call.completed", web_search_call.id.as_str()) + } + OutputItem::McpToolCall(mcp_tool_call) => ("response.mcp_tool_call.completed", mcp_tool_call.id.as_str()), + OutputItem::Message(_) | OutputItem::FunctionCall(_) | OutputItem::Reasoning(_) | OutputItem::Unknown => { + continue; + } + }; + let item = output_item_value(public_output)?; let completed_event = serde_json::json!({ - "type": "response.web_search_call.completed", - "item_id": web_search_call.id, + "type": event_type, + "item_id": item_id, "output_index": output_index, "item": item.clone() }); @@ -470,15 +485,13 @@ mod tests { assert!(matches!(decision, LoopDecision::Done)); } - // --- Per-call timeout --------------------------------------------------- - use std::pin::Pin; use std::sync::Arc; use serde_json::Value; use super::execute_gateway_call_with_timeout; - use crate::tool::{GatewayExecutor, ToolError, ToolHandler, ToolOutput, ToolRegistry, ToolType}; + use crate::tool::{GatewayExecutor, GatewayExecutors, ToolError, ToolHandler, ToolOutput, ToolRegistry, ToolType}; use crate::types::io::OutputItem; use crate::types::io::tools::FunctionTool; use crate::types::tools::ResponsesTool; @@ -533,11 +546,11 @@ mod tests { async fn hung_gateway_call_times_out_into_error_output() { let web_search: ResponsesTool = serde_json::from_value(serde_json::json!({"type": "web_search_preview"})).expect("web_search tool param"); - let registry = ToolRegistry::build_with_handlers(&[web_search], |tool_type| match tool_type { - ToolType::WebSearch => Some(Arc::new(SlowExecutor) as Arc), - _ => None, - }) - .expect("registry builds"); + let mut executors = GatewayExecutors::default(); + executors.insert(Arc::new(SlowExecutor)); + let registry = ToolRegistry::build_with_handlers(&[web_search], &executors) + .await + .expect("registry builds"); // 1ms budget vs a 50ms tool → the timeout fires. Must return (not hang): // the stuck call becomes an error output the loop can feed back. @@ -571,7 +584,9 @@ mod tests { // not fail the whole request. let web_search: ResponsesTool = serde_json::from_value(serde_json::json!({"type": "web_search_preview"})).expect("web_search tool param"); - let registry = ToolRegistry::build_with_handlers(&[web_search], |_tool_type| None).expect("registry builds"); + let registry = ToolRegistry::build_with_handlers(&[web_search], &GatewayExecutors::default()) + .await + .expect("registry builds"); let result = execute_gateway_call_with_timeout(web_search_call("call_no_handler"), ®istry, std::time::Duration::ZERO) diff --git a/crates/agentic-server-core/src/executor/request.rs b/crates/agentic-server-core/src/executor/request.rs index 6ba22ee..bdc9618 100644 --- a/crates/agentic-server-core/src/executor/request.rs +++ b/crates/agentic-server-core/src/executor/request.rs @@ -5,51 +5,10 @@ use crate::config::Config; use crate::error::Error; use crate::executor::modes::{ConversationHandler, ResponseHandler}; use crate::storage::{ConversationStore, ResponseStore, create_pool_with_schema_and_sqlite_config}; -use crate::tool::{GatewayExecutor, ToolType, WebSearchHandler}; +use crate::tool::{GatewayExecutor, GatewayExecutors}; use crate::types::io::InputItem; use crate::types::request_response::{RequestPayload, ResponsePayload}; -#[derive(Clone, Default)] -pub struct GatewayExecutors { - web_search: Option>, -} - -impl GatewayExecutors { - #[must_use] - pub fn from_env(client: Arc) -> Self { - Self { - web_search: Some(Arc::new(WebSearchHandler::from_env(client))), - } - } - - pub fn insert(&mut self, executor: Arc) { - match executor.tool_type() { - ToolType::WebSearch => self.web_search = Some(executor), - other => tracing::debug!(tool_type = ?other, "gateway executor type not wired yet"), - } - } - - #[must_use] - pub fn get(&self, tool_type: ToolType) -> Option> { - match tool_type { - ToolType::WebSearch => self.web_search.clone(), - ToolType::Function - | ToolType::CodexNamespace - | ToolType::Mcp - | ToolType::FileSearch - | ToolType::CodeInterpreter => None, - } - } -} - -impl std::fmt::Debug for GatewayExecutors { - fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { - f.debug_struct("GatewayExecutors") - .field("web_search", &self.web_search.is_some()) - .finish() - } -} - /// Context built by `rehydrate_conversation`, threaded through the execute pipeline. #[derive(Debug)] pub struct RequestContext { diff --git a/crates/agentic-server-core/src/lib.rs b/crates/agentic-server-core/src/lib.rs index 959510e..a866fc0 100644 --- a/crates/agentic-server-core/src/lib.rs +++ b/crates/agentic-server-core/src/lib.rs @@ -15,16 +15,16 @@ pub use storage::{ models::{Conversation as DbConversation, Item as DbItem, Response as DbResponse}, }; pub use tool::{ - CodexNamespaceHandler, FunctionHandler, GatewayExecutor, ToolEntry, ToolError, ToolHandler, ToolOutput, - ToolRegistry, ToolType, WebSearchHandler, + CodexNamespaceHandler, FunctionHandler, GatewayExecutor, McpServerEntry, ToolEntry, ToolError, ToolHandler, + ToolOutput, ToolRegistry, ToolType, WebSearchHandler, }; pub use types::{ CodeInterpreterToolParam, CodexNamespaceMember, CodexNamespaceToolParam, EmptyToolNameError, FileSearchToolParam, - FunctionTool, FunctionToolCall, FunctionToolParam, FunctionToolResultMessage, IncompleteDetails, InputContent, - InputImageContent, InputItem, InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, McpToolParam, - NonEmptyToolName, OutputItem, OutputMessage, OutputTextContent, OutputTokenDetails, ReasoningOutput, - ReasoningTextContent, RequestPayload, ResponsePayload, ResponseUsage, ResponsesInput, ResponsesTool, ToolChoice, - UpstreamRequest, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchContextSize, WebSearchFilters, - WebSearchSource, WebSearchToolParam, WebSearchUserLocation, + FunctionTool, FunctionToolCall, FunctionToolParam, FunctionToolResultMessage, GatewayCallStatus, IncompleteDetails, + InputContent, InputImageContent, InputItem, InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, + McpToolCall, McpToolParam, NonEmptyToolName, OutputItem, OutputMessage, OutputTextContent, OutputTokenDetails, + ReasoningOutput, ReasoningTextContent, RequestPayload, ResponsePayload, ResponseUsage, ResponsesInput, + ResponsesTool, ToolChoice, UpstreamRequest, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, + WebSearchContextSize, WebSearchFilters, WebSearchSource, WebSearchToolParam, WebSearchUserLocation, }; pub use utils::{utcnow_str, uuid7_str}; diff --git a/crates/agentic-server-core/src/tool/codex.rs b/crates/agentic-server-core/src/tool/codex.rs index 0576464..2306942 100644 --- a/crates/agentic-server-core/src/tool/codex.rs +++ b/crates/agentic-server-core/src/tool/codex.rs @@ -6,7 +6,7 @@ use crate::types::io::{FunctionTool, FunctionToolCall, OutputItem, ToolChoice}; use crate::types::tools::{CodexNamespaceMember, CodexNamespaceToolParam, NonEmptyToolName, ResponsesTool}; use super::handler::{ToolError, ToolHandler}; -use super::registry::ToolType; +use super::registry::{ToolEntry, ToolType}; // Upstream Responses-compatible backends only see flat function names. Prefix // flattened Codex namespace members so generated names are recognizable, @@ -19,6 +19,34 @@ pub fn model_visible_namespace_member_name(namespace: &str, member: &str) -> Str format!("{MODEL_VISIBLE_NAMESPACE_MEMBER_PREFIX}{namespace}__{member}") } +/// Registers one `ToolEntry` per `Function` member of `p`, keyed by the +/// member's already-flattened, model-visible name — callers must resolve +/// namespace members to those flat names first (see +/// [`CodexNamespaceHandler::resolve_namespace_members`]). +pub(crate) fn insert_namespace_entries(entries: &mut HashMap, p: &CodexNamespaceToolParam) { + let config = serde_json::to_value(p).expect("serialization of known struct is infallible"); + for member in &p.tools { + let CodexNamespaceMember::Function(function) = member else { + continue; + }; + let name = function.name.as_str().to_owned(); + if entries + .insert( + name.clone(), + ToolEntry { + tool_type: ToolType::CodexNamespace, + config: config.clone(), + server_label: Some(p.name.clone()), + handler: None, + }, + ) + .is_some() + { + tracing::warn!(name = %name, namespace = %p.name, "duplicate tool name - previous definition overwritten"); + } + } +} + #[derive(Clone, Debug, Eq, Hash, PartialEq)] struct NamespaceMemberName { namespace: String, diff --git a/crates/agentic-server-core/src/tool/executors.rs b/crates/agentic-server-core/src/tool/executors.rs new file mode 100644 index 0000000..8245e96 --- /dev/null +++ b/crates/agentic-server-core/src/tool/executors.rs @@ -0,0 +1,95 @@ +use std::sync::Arc; + +use super::GatewayExecutor; +use super::mcp::{McpClientPool, McpHandler, McpHandlerFactory}; +use super::registry::ToolType; +use super::web_search::WebSearchHandler; +use crate::types::tools::McpToolParam; + +/// Shared, per-server registry of gateway-owned tool executors. +/// +/// Built once at startup ([`GatewayExecutors::from_env`]) and reused across +/// every request. MCP tools are the exception: their handler depends on the +/// per-request `McpToolParam`, so [`GatewayExecutors::mcp_handler`] builds one +/// lazily unless a handler has been pre-registered via [`GatewayExecutors::insert`]. +#[derive(Clone, Default)] +pub struct GatewayExecutors { + mcp: Option>, + web_search: Option>, +} + +impl GatewayExecutors { + #[must_use] + pub fn from_env(client: Arc) -> Self { + Self { + // MCP handlers need request payload information from the MCP tool + // params, so the default executor is created in `mcp_handler`. + mcp: None, + web_search: Some(Arc::new(WebSearchHandler::from_env(client))), + } + } + + pub fn insert(&mut self, executor: Arc) { + match executor.tool_type() { + ToolType::Mcp => self.mcp = Some(executor), + ToolType::WebSearch => self.web_search = Some(executor), + other => tracing::debug!(tool_type = ?other, "gateway executor type has no executor slot"), + } + } + + #[must_use] + pub fn web_search_handler(&self) -> Option> { + self.web_search.clone() + } + + pub async fn mcp_handler(&self, param: &McpToolParam) -> Option> { + if let Some(handler) = self.mcp.clone() { + return Some(handler); + } + + McpHandlerFactory::new() + .from_params(param) + .await + .map(|handler| Arc::new(handler) as Arc) + } + + pub async fn mcp_read_resource_handler(&self, params: &[McpToolParam]) -> Option> { + if let Some(handler) = self.mcp.clone() { + return Some(handler); + } + + let pool = Arc::new(McpClientPool::from_params(params).await); + Some(Arc::new(McpHandler::read_resource(pool))) + } +} + +impl std::fmt::Debug for GatewayExecutors { + fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { + f.debug_struct("GatewayExecutors") + .field("mcp", &self.mcp.is_some()) + .field("web_search", &self.web_search.is_some()) + .finish() + } +} + +#[cfg(test)] +mod tests { + use std::sync::Arc; + + use super::GatewayExecutors; + use crate::tool::mcp::READ_MCP_RESOURCE_TOOL_NAME; + use crate::types::tools::McpToolParam; + + #[tokio::test] + async fn from_env_builds_request_scoped_mcp_handler_from_params() { + let executors = GatewayExecutors::from_env(Arc::new(reqwest::Client::new())); + let param: McpToolParam = serde_json::from_value(serde_json::json!({ + "name": READ_MCP_RESOURCE_TOOL_NAME, + "server_label": "missing" + })) + .expect("mcp tool param"); + + assert!(executors.mcp_handler(¶m).await.is_some()); + assert!(executors.web_search_handler().is_some()); + } +} diff --git a/crates/agentic-server-core/src/tool/function.rs b/crates/agentic-server-core/src/tool/function.rs index b8ec324..45fa6b6 100644 --- a/crates/agentic-server-core/src/tool/function.rs +++ b/crates/agentic-server-core/src/tool/function.rs @@ -1,10 +1,13 @@ +use std::collections::HashMap; + use serde_json::Value; use crate::types::io::FunctionTool; use crate::types::tools::FunctionToolParam; +use crate::utils::common::serialize_to_value_or_custom_default; use super::handler::{ToolError, ToolHandler}; -use super::registry::ToolType; +use super::registry::{ToolEntry, ToolType}; impl From<&FunctionToolParam> for FunctionTool { fn from(p: &FunctionToolParam) -> Self { @@ -52,3 +55,29 @@ impl ToolHandler for FunctionHandler { } } } + +pub(crate) fn insert_function_entry(entries: &mut HashMap, p: &FunctionToolParam) { + // p.name is NonEmptyToolName — empty names are impossible here + // (serde rejects them at deserialization time). + serialize_to_value_or_custom_default( + p, + "function tool config serialization failed", + |config| { + if entries + .insert( + p.name.as_str().to_owned(), + ToolEntry { + tool_type: ToolType::Function, + config, + server_label: None, + handler: None, + }, + ) + .is_some() + { + tracing::warn!(name = %p.name, "duplicate tool name — previous definition overwritten"); + } + }, + (), + ); +} diff --git a/crates/agentic-server-core/src/tool/mcp/client.rs b/crates/agentic-server-core/src/tool/mcp/client.rs new file mode 100644 index 0000000..7abeaff --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/client.rs @@ -0,0 +1,279 @@ +use std::collections::HashMap; +use std::fmt; +use std::process::Stdio; +use std::sync::Arc; +use std::time::Duration; + +use http::header::{HeaderName, HeaderValue}; +use rmcp::ClientHandler; +use rmcp::ServiceExt; +use rmcp::model::{ + CallToolRequestParams, CallToolResult, ClientCapabilities, ClientInfo, ClientRequest, Implementation, + InitializeRequestParams, ProtocolVersion, ReadResourceRequestParams, ReadResourceResult, ServerResult, Tool, +}; +use rmcp::service::{ClientInitializeError, PeerRequestOptions, RoleClient, RunningService, ServiceError}; +use rmcp::transport::StreamableHttpClientTransport; +use rmcp::transport::child_process::TokioChildProcess; +use rmcp::transport::streamable_http_client::StreamableHttpClientTransportConfig; +use serde_json::Value; +use tokio::io::{AsyncBufReadExt, BufReader}; +use tokio::process::Command; + +const CONNECTION_TIMEOUT: Duration = Duration::from_secs(30); +const TOOL_TIMEOUT: Duration = Duration::from_secs(60); + +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub enum McpOperation { + Connect, + ListTools, + CallTool, + ReadResource, +} + +impl fmt::Display for McpOperation { + fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { + match self { + Self::Connect => f.write_str("connect"), + Self::ListTools => f.write_str("tools/list"), + Self::CallTool => f.write_str("tools/call"), + Self::ReadResource => f.write_str("resources/read"), + } + } +} + +#[derive(Debug, thiserror::Error)] +pub enum McpError { + #[error("failed to spawn MCP stdio server")] + SpawnStdio(#[source] std::io::Error), + + #[error("failed to connect to MCP server")] + Connect(#[source] Box), + + #[error("invalid MCP HTTP header name")] + InvalidHeaderName(#[source] http::header::InvalidHeaderName), + + #[error("invalid MCP HTTP header value")] + InvalidHeaderValue(#[source] http::header::InvalidHeaderValue), + + #[error("MCP operation failed during {operation}")] + Operation { + operation: McpOperation, + #[source] + source: ServiceError, + }, + + #[error("MCP operation timed out during {operation}")] + Timeout { operation: McpOperation }, + + #[error("MCP tool arguments must be a JSON object")] + InvalidArguments, + + #[error("MCP server returned an unexpected response during {operation}")] + UnexpectedResponse { operation: McpOperation }, +} + +#[derive(Clone)] +struct AgenticMcpClientHandler; + +impl ClientHandler for AgenticMcpClientHandler { + fn get_info(&self) -> ClientInfo { + InitializeRequestParams::new( + ClientCapabilities::default(), + Implementation::new("agentic-api", env!("CARGO_PKG_VERSION")), + ) + .with_protocol_version(ProtocolVersion::V_2025_06_18) + } +} + +pub struct McpClient { + inner: Arc>, + tool_timeout: Duration, +} + +impl McpClient { + /// Connects to an MCP server over streamable HTTP. + /// + /// # Errors + /// + /// Returns [`McpError::Connect`] if the MCP initialization handshake fails. + pub async fn connect(server_url: &str, headers: Option>) -> Result { + let mut config = StreamableHttpClientTransportConfig::with_uri(server_url.to_owned()); + if let Some(headers) = headers.filter(|headers| !headers.is_empty()) { + let mut custom_headers = HashMap::with_capacity(headers.len()); + for (name, value) in headers { + custom_headers.insert( + HeaderName::try_from(name).map_err(McpError::InvalidHeaderName)?, + HeaderValue::try_from(value).map_err(McpError::InvalidHeaderValue)?, + ); + } + config = config.custom_headers(custom_headers); + } + let transport = StreamableHttpClientTransport::from_config(config); + let service = tokio::time::timeout(CONNECTION_TIMEOUT, AgenticMcpClientHandler.serve(transport)) + .await + .map_err(|_| McpError::Timeout { + operation: McpOperation::Connect, + })? + .map_err(|error| McpError::Connect(Box::new(error)))?; + + Ok(Self { + inner: Arc::new(service), + tool_timeout: TOOL_TIMEOUT, + }) + } + + /// Spawns a local stdio MCP server and connects over stdin/stdout. + /// + /// # Errors + /// + /// Returns [`McpError::SpawnStdio`] if the process cannot be spawned. + /// Returns [`McpError::Connect`] if the MCP initialization handshake fails. + pub async fn connect_stdio( + command: &str, + args: &[String], + env: Option<&HashMap>, + cwd: Option<&str>, + ) -> Result { + let mut command_builder = Command::new(command); + command_builder + .kill_on_drop(true) + .stdin(Stdio::piped()) + .stdout(Stdio::piped()) + .stderr(Stdio::piped()) + .args(args); + + if let Some(env) = env { + command_builder.envs(env); + } + + if let Some(cwd) = cwd { + command_builder.current_dir(cwd); + } + + let (transport, stderr) = TokioChildProcess::builder(command_builder) + .spawn() + .map_err(McpError::SpawnStdio)?; + + if let Some(stderr) = stderr { + let command = command.to_owned(); + tokio::spawn(async move { + let mut reader = BufReader::new(stderr).lines(); + loop { + match reader.next_line().await { + Ok(Some(line)) => { + tracing::info!(mcp.command = %command, %line, "MCP server stderr"); + } + Ok(None) => break, + Err(error) => { + tracing::warn!( + mcp.command = %command, + error = %error, + "failed to read MCP server stderr" + ); + break; + } + } + } + }); + } + + let service = tokio::time::timeout(CONNECTION_TIMEOUT, AgenticMcpClientHandler.serve(transport)) + .await + .map_err(|_| McpError::Timeout { + operation: McpOperation::Connect, + })? + .map_err(|error| McpError::Connect(Box::new(error)))?; + + Ok(Self { + inner: Arc::new(service), + tool_timeout: TOOL_TIMEOUT, + }) + } + + /// Lists tools exposed by the connected MCP server. + /// + /// # Errors + /// + /// Returns [`McpError::Timeout`] if `tools/list` exceeds the configured timeout. + /// Returns [`McpError::Operation`] if the server rejects or fails the request. + pub async fn list_tools(&self) -> Result, McpError> { + let result = tokio::time::timeout(self.tool_timeout, self.inner.list_tools(None)) + .await + .map_err(|_| McpError::Timeout { + operation: McpOperation::ListTools, + })? + .map_err(|source| McpError::Operation { + operation: McpOperation::ListTools, + source, + })?; + + Ok(result.tools) + } + + /// Calls a tool exposed by the connected MCP server. + /// + /// # Errors + /// + /// Returns [`McpError::InvalidArguments`] if `arguments` is not a JSON object. + /// Returns [`McpError::Timeout`] if `tools/call` exceeds the configured timeout. + /// Returns [`McpError::Operation`] if the server rejects or fails the request. + /// Returns [`McpError::UnexpectedResponse`] if the server returns another response kind. + pub async fn call_tool(&self, name: &str, arguments: Option) -> Result { + let arguments = match arguments { + Some(Value::Object(map)) => Some(map), + Some(_) => return Err(McpError::InvalidArguments), + None => None, + }; + + let mut params = CallToolRequestParams::new(name.to_owned()); + params.arguments = arguments; + + let result = tokio::time::timeout(self.tool_timeout, async { + self.inner + .peer() + .send_request_with_option( + ClientRequest::CallToolRequest(rmcp::model::CallToolRequest::new(params)), + PeerRequestOptions::no_options(), + ) + .await? + .await_response() + .await + }) + .await + .map_err(|_| McpError::Timeout { + operation: McpOperation::CallTool, + })? + .map_err(|source| McpError::Operation { + operation: McpOperation::CallTool, + source, + })?; + + match result { + ServerResult::CallToolResult(result) => Ok(result), + _ => Err(McpError::UnexpectedResponse { + operation: McpOperation::CallTool, + }), + } + } + + /// Reads a resource by URI from the connected MCP server. + /// + /// # Errors + /// + /// Returns [`McpError::Timeout`] if `resources/read` exceeds the configured timeout. + /// Returns [`McpError::Operation`] if the server rejects or fails the request. + pub async fn read_resource(&self, uri: &str) -> Result { + tokio::time::timeout( + self.tool_timeout, + self.inner.read_resource(ReadResourceRequestParams::new(uri.to_owned())), + ) + .await + .map_err(|_| McpError::Timeout { + operation: McpOperation::ReadResource, + })? + .map_err(|source| McpError::Operation { + operation: McpOperation::ReadResource, + source, + }) + } +} diff --git a/crates/agentic-server-core/src/tool/mcp/codex_mcp_resource.rs b/crates/agentic-server-core/src/tool/mcp/codex_mcp_resource.rs new file mode 100644 index 0000000..893e0dc --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/codex_mcp_resource.rs @@ -0,0 +1,104 @@ +//! Bridge support for Codex's local `read_mcp_resource` function tool. +//! +//! Codex should be configured with the MCP server label and URL in +//! `$CODEX_HOME/config.toml`, for example: +//! +//! ```toml +//! [mcp_servers.server_label] +//! url = "http://localhost:8000/mcp" +//! default_tools_approval_mode = "approve" +//! ``` +//! +//! When Codex is pointed at agentic-api as its Responses provider, the gateway +//! uses metadata on the `read_mcp_resource` function declaration to map the +//! model-provided `server` argument (for example `server_label`) to that MCP URL. + +use std::collections::HashMap; + +use serde::Deserialize; + +use crate::types::tools::{FunctionToolParam, McpToolParam, NonEmptyToolName}; +use crate::utils::common::deserialize_from_value_or_custom_default; + +use super::READ_MCP_RESOURCE_TOOL_NAME; + +#[derive(Debug, Deserialize)] +struct McpFunctionMetadata { + #[serde(default)] + mcp_servers: HashMap, + #[serde(default)] + server_label: Option, + #[serde(default, alias = "url")] + server_url: Option, + #[serde(default)] + headers: Option>, +} + +#[derive(Debug, Deserialize)] +struct McpFunctionServer { + #[serde(alias = "url")] + server_url: String, + #[serde(default)] + headers: Option>, +} + +#[must_use] +pub fn maybe_mcp_function(p: &FunctionToolParam) -> Option> { + (p.name.as_str() == READ_MCP_RESOURCE_TOOL_NAME).then(|| mcp_params_from_function(p)) +} + +fn mcp_params_from_function(p: &FunctionToolParam) -> Vec { + let Some(metadata) = p.extra.get("metadata") else { + return Vec::new(); + }; + + deserialize_from_value_or_custom_default( + metadata.clone(), + "read_mcp_resource metadata is not MCP metadata", + mcp_params_from_metadata, + Vec::new(), + ) +} + +fn mcp_params_from_metadata(metadata: McpFunctionMetadata) -> Vec { + let Ok(name) = NonEmptyToolName::try_from(READ_MCP_RESOURCE_TOOL_NAME) else { + return Vec::new(); + }; + + if metadata.mcp_servers.is_empty() { + return match (metadata.server_label, metadata.server_url) { + (Some(server_label), Some(server_url)) => vec![McpToolParam { + name, + server_label: Some(server_label), + server_url: Some(server_url), + headers: metadata.headers, + }], + _ => Vec::new(), + }; + } + + let server_count = metadata.mcp_servers.len(); + if server_count == 1 { + let Some((server_label, server)) = metadata.mcp_servers.into_iter().next() else { + return Vec::new(); + }; + return vec![McpToolParam { + name, + server_label: Some(server_label), + server_url: Some(server.server_url), + headers: server.headers, + }]; + } + + let mut params = Vec::with_capacity(server_count); + for (server_label, server) in metadata.mcp_servers { + params.push(McpToolParam { + name: name.clone(), + server_label: Some(server_label), + server_url: Some(server.server_url), + headers: server.headers, + }); + } + + params +} diff --git a/crates/agentic-server-core/src/tool/mcp/handler.rs b/crates/agentic-server-core/src/tool/mcp/handler.rs new file mode 100644 index 0000000..5972377 --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/handler.rs @@ -0,0 +1,424 @@ +use std::future::Future; +use std::pin::Pin; +use std::sync::Arc; + +use serde_json::Value; + +use crate::tool::{GatewayExecutor, ToolError, ToolHandler, ToolOutput, ToolType}; +use crate::types::io::FunctionTool; +use crate::types::io::output::{FunctionToolCall, GatewayCallStatus, McpToolCall, OutputItem}; +use crate::types::tools::{McpDiscoveredToolParam, McpToolParam}; +use crate::utils::common::{ + deserialize_from_str, deserialize_from_str_opt, deserialize_from_value, deserialize_from_value_opt, + serialize_to_string, +}; + +use super::{McpClient, McpClientPool, READ_MCP_RESOURCE_TOOL_NAME, ReadResourceArgs, read_mcp_resource_spec}; + +#[must_use] +pub(crate) fn output_item(call: &FunctionToolCall, output: &ToolOutput, status: GatewayCallStatus) -> OutputItem { + let arguments = arguments_value(&call.arguments); + let server = server_from_arguments(&arguments).unwrap_or_default(); + let parsed_output = deserialize_from_str_opt::(&output.output); + let error = if status == GatewayCallStatus::Failed { + parsed_output + .as_ref() + .and_then(error_from_output) + .or_else(|| Some(output.output.clone())) + } else { + None + }; + let result = (status == GatewayCallStatus::Completed) + .then(|| parsed_output.unwrap_or_else(|| Value::String(output.output.clone()))); + + OutputItem::McpToolCall(McpToolCall::new( + call_output_id(call), + server, + call.name.clone(), + arguments, + status, + result, + error, + )) +} + +#[must_use] +pub(crate) fn started_output_item(call: &FunctionToolCall) -> OutputItem { + let arguments = arguments_value(&call.arguments); + let server = server_from_arguments(&arguments).unwrap_or_default(); + + OutputItem::McpToolCall(McpToolCall::new( + call_output_id(call), + server, + call.name.clone(), + arguments, + GatewayCallStatus::InProgress, + None, + None, + )) +} + +#[derive(Debug, Clone, Copy, PartialEq, Eq)] +pub enum McpSpec { + Resources, + Tool, +} + +impl McpSpec { + #[must_use] + pub fn from_param_name(name: &str) -> Self { + if name == READ_MCP_RESOURCE_TOOL_NAME { + Self::Resources + } else { + Self::Tool + } + } +} + +/// Maps the model-facing MCP spec shape to the resource needed to execute it. +pub enum McpHandlerKind { + ReadResource { + spec: McpSpec, + resource: Option>, + }, + ToolCall { + spec: McpSpec, + client: Option>, + }, +} + +pub struct McpHandler { + kind: McpHandlerKind, +} + +#[derive(Debug, Default)] +pub struct McpHandlerFactory; + +pub struct McpDiscoveredHandler { + pub param: McpDiscoveredToolParam, + pub handler: Arc, +} + +impl McpHandlerFactory { + #[must_use] + pub const fn new() -> Self { + Self + } + + pub async fn from_params(&self, param: &McpToolParam) -> Option { + let resource = Arc::new(McpClientPool::from_params(std::slice::from_ref(param)).await); + match McpSpec::from_param_name(param.name.as_str()) { + McpSpec::Resources => Some(self.read_resource(resource)), + McpSpec::Tool => resource.client_for_param(param).map(|client| self.tool_call(client)), + } + } + + #[must_use] + pub const fn read_resource_spec(&self) -> McpSpec { + McpSpec::Resources + } + + #[must_use] + pub const fn tool_call_spec(&self) -> McpSpec { + McpSpec::Tool + } + + #[must_use] + pub fn read_resource(&self, resource: Arc) -> McpHandler { + McpHandler::with_kind(McpHandlerKind::ReadResource { + spec: self.read_resource_spec(), + resource: Some(resource), + }) + } + + #[must_use] + pub fn tool_call(&self, client: Arc) -> McpHandler { + McpHandler::with_kind(McpHandlerKind::ToolCall { + spec: self.tool_call_spec(), + client: Some(client), + }) + } +} + +impl ToolHandler for McpHandlerFactory { + fn tool_type(&self) -> ToolType { + ToolType::Mcp + } + + fn validate(&self, _param: &Value) -> Result<(), ToolError> { + Ok(()) + } + + fn normalize(&self, param: &Value) -> Vec { + McpHandler::spec_from_param(param).normalize(param) + } +} + +impl McpHandler { + #[must_use] + pub fn with_kind(kind: McpHandlerKind) -> Self { + Self { kind } + } + + #[must_use] + pub const fn spec(&self) -> McpSpec { + match &self.kind { + McpHandlerKind::ReadResource { spec, .. } | McpHandlerKind::ToolCall { spec, .. } => *spec, + } + } + + #[must_use] + pub fn read_resource_spec_only() -> Self { + Self::with_kind(McpHandlerKind::ReadResource { + spec: McpSpec::Resources, + resource: None, + }) + } + + #[must_use] + pub fn read_resource(pool: Arc) -> Self { + Self::with_kind(McpHandlerKind::ReadResource { + spec: McpSpec::Resources, + resource: Some(pool), + }) + } + + #[must_use] + pub fn discovered_tool_spec_only() -> Self { + Self::with_kind(McpHandlerKind::ToolCall { + spec: McpSpec::Tool, + client: None, + }) + } + + #[must_use] + pub fn tool_call(client: Arc) -> Self { + Self::with_kind(McpHandlerKind::ToolCall { + spec: McpSpec::Tool, + client: Some(client), + }) + } + + pub async fn discovered_tool_handlers(&self, factory: &McpHandlerFactory) -> Vec { + let McpHandlerKind::ReadResource { + resource: Some(pool), .. + } = &self.kind + else { + return Vec::new(); + }; + + let mut discovered_handlers = Vec::new(); + for (server_label, client) in pool.iter() { + let tools = match client.list_tools().await { + Ok(tools) => tools, + Err(error) => { + tracing::warn!( + server_label = %server_label, + error = %error, + "failed to list MCP tools" + ); + continue; + } + }; + + for tool in tools { + let tool_name = tool.name.to_string(); + let exposed_name = format!("{server_label}__{tool_name}"); + discovered_handlers.push(McpDiscoveredHandler { + param: McpDiscoveredToolParam { + server_label: server_label.clone(), + tool_name, + exposed_name, + tool, + }, + handler: Arc::new(factory.tool_call(Arc::clone(client))), + }); + } + } + + discovered_handlers + } + + /// Spec-only handler for normalizing a `ToolEntry` config with no live + /// connection, picking resource vs tool-call shape by inspecting `param`. + #[must_use] + pub fn spec_from_param(param: &Value) -> Self { + match deserialize_from_value_opt::(param.clone()).map_or(McpSpec::Tool, |declared| { + McpSpec::from_param_name(declared.name.as_str()) + }) { + McpSpec::Resources => Self::read_resource_spec_only(), + McpSpec::Tool => Self::discovered_tool_spec_only(), + } + } +} + +impl ToolHandler for McpHandler { + fn tool_type(&self) -> ToolType { + ToolType::Mcp + } + + fn validate(&self, _param: &Value) -> Result<(), ToolError> { + Ok(()) + } + + fn normalize(&self, param: &Value) -> Vec { + match &self.kind { + McpHandlerKind::ReadResource { + spec: McpSpec::Resources, + .. + } => vec![read_mcp_resource_spec()], + McpHandlerKind::ToolCall { + spec: McpSpec::Tool, .. + } => match deserialize_from_value::(param.clone()) { + Ok(discovered) => vec![mcp_tool_to_function_tool(&discovered.exposed_name, &discovered.tool)], + Err(error) => { + tracing::warn!(error = %error, "invalid MCP tool param"); + Vec::new() + } + }, + McpHandlerKind::ReadResource { + spec: McpSpec::Tool, .. + } + | McpHandlerKind::ToolCall { + spec: McpSpec::Resources, + .. + } => { + tracing::warn!("invalid MCP handler kind/spec pairing"); + Vec::new() + } + } + } +} + +impl GatewayExecutor for McpHandler { + fn execute( + &self, + call_id: &str, + _tool_name: &str, + arguments: &str, + config: &Value, + ) -> Pin> + Send + '_>> { + let call_id = call_id.to_owned(); + let arguments = arguments.to_owned(); + let config = config.clone(); + + Box::pin(async move { + let output = match &self.kind { + McpHandlerKind::ReadResource { resource, .. } => { + let Some(pool) = resource else { + return Err(ToolError::Config( + "read_mcp_resource spec-only handler cannot execute tools".to_owned(), + )); + }; + execute_read_resource(pool, &arguments).await? + } + McpHandlerKind::ToolCall { client, .. } => { + let Some(client) = client else { + return Err(ToolError::Config( + "MCP tool spec-only handler cannot execute tools".to_owned(), + )); + }; + let param = mcp_tool_param(&config)?; + execute_tool_call(client, ¶m.server_label, ¶m.tool_name, &arguments).await? + } + }; + + Ok(ToolOutput { call_id, output }) + }) + } +} + +async fn execute_read_resource(pool: &McpClientPool, arguments: &str) -> Result { + let args = deserialize_from_str::(arguments) + .map_err(|error| ToolError::Execution(format!("invalid read_mcp_resource arguments: {error}")))?; + + let client = pool + .get(&args.server) + .ok_or_else(|| match pool.connection_error(&args.server) { + Some(error) => ToolError::Execution(format!("MCP server '{}' failed to connect: {error}", args.server)), + None => ToolError::Execution(format!("unknown MCP server: {}", args.server)), + })?; + + let result = client + .read_resource(&args.uri) + .await + .map_err(|error| ToolError::Execution(format!("resources/read failed: {error}")))?; + + serialize_mcp_result(&result, "resources/read") +} + +async fn execute_tool_call( + client: &McpClient, + server_label: &str, + mcp_tool_name: &str, + arguments: &str, +) -> Result { + let args = deserialize_from_str_opt::(arguments); + + let result = client + .call_tool(mcp_tool_name, args) + .await + .map_err(|error| ToolError::Execution(format!("tools/call failed for MCP server '{server_label}': {error}")))?; + + serialize_mcp_result(&result, "tools/call") +} + +fn serialize_mcp_result(result: &impl serde::Serialize, operation: &str) -> Result { + serialize_to_string(result) + .map_err(|error| ToolError::Execution(format!("failed to serialize {operation} result: {error}"))) +} + +fn mcp_tool_param(value: &Value) -> Result { + deserialize_from_value::(value.clone()) + .map_err(|error| ToolError::Config(format!("invalid MCP tool config: {error}"))) +} + +fn mcp_tool_to_function_tool(name: &str, tool: &rmcp::model::Tool) -> FunctionTool { + let mut parameters = Value::Object(tool.input_schema.as_ref().clone()); + + if let Value::Object(object) = &mut parameters + && object.get("properties").is_none_or(Value::is_null) + { + object.insert("properties".to_owned(), Value::Object(serde_json::Map::new())); + } + + FunctionTool { + type_: "function".to_owned(), + name: name.to_owned(), + description: tool.description.as_ref().map(ToString::to_string), + parameters: Some(parameters), + strict: Some(false), + } +} + +fn arguments_value(arguments: &str) -> Value { + deserialize_from_str_opt(arguments).unwrap_or_else(|| Value::Object(serde_json::Map::new())) +} + +fn server_from_arguments(arguments: &Value) -> Option { + arguments + .get("server") + .and_then(Value::as_str) + .map(str::trim) + .filter(|server| !server.is_empty()) + .map(str::to_owned) +} + +fn error_from_output(output: &Value) -> Option { + output + .get("error") + .and_then(Value::as_str) + .map(str::trim) + .filter(|error| !error.is_empty()) + .map(str::to_owned) +} + +fn call_output_id(call: &FunctionToolCall) -> String { + if let Some(suffix) = call.id.strip_prefix("fc_").filter(|suffix| !suffix.is_empty()) { + return format!("mcp_{suffix}"); + } + if let Some(suffix) = call.call_id.strip_prefix("call_").filter(|suffix| !suffix.is_empty()) { + return format!("mcp_{suffix}"); + } + crate::utils::uuid7_str("mcp_") +} diff --git a/crates/agentic-server-core/src/tool/mcp/mod.rs b/crates/agentic-server-core/src/tool/mcp/mod.rs new file mode 100644 index 0000000..88633da --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/mod.rs @@ -0,0 +1,13 @@ +pub mod client; +pub mod codex_mcp_resource; +pub mod handler; +pub mod pool; +pub mod read_resource; +pub mod registry; + +pub use client::{McpClient, McpError, McpOperation}; +pub use codex_mcp_resource::maybe_mcp_function; +pub use handler::{McpDiscoveredHandler, McpHandler, McpHandlerFactory, McpHandlerKind, McpSpec}; +pub use pool::{McpClientPool, McpServerEntry}; +pub use read_resource::{READ_MCP_RESOURCE_TOOL_NAME, ReadResourceArgs, read_mcp_resource_spec}; +pub use registry::{build_mcp_registry, insert_mcp_entry}; diff --git a/crates/agentic-server-core/src/tool/mcp/pool.rs b/crates/agentic-server-core/src/tool/mcp/pool.rs new file mode 100644 index 0000000..c63e417 --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/pool.rs @@ -0,0 +1,284 @@ +use std::collections::HashMap; +use std::net::IpAddr; +use std::sync::Arc; + +use reqwest::Url; +use serde::{Deserialize, Serialize}; + +use super::client::McpClient; +use crate::types::tools::McpToolParam; + +// Hostnames configured here are a trust boundary: validation compares the +// hostname string but does not pin its DNS resolution to the transport. Only +// add names whose DNS records are controlled by a trusted administrator. +const MCP_ALLOWED_HOSTS_ENV: &str = "AGENTIC_MCP_ALLOWED_HOSTS"; + +#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)] +#[serde(untagged)] +pub enum McpServerEntry { + Http { + url: String, + #[serde(default, skip_serializing_if = "Option::is_none")] + headers: Option>, + }, + Stdio { + command: String, + #[serde(default)] + args: Vec, + #[serde(default, skip_serializing_if = "Option::is_none")] + env: Option>, + #[serde(default, skip_serializing_if = "Option::is_none")] + cwd: Option, + }, +} + +#[derive(Default)] +pub struct McpClientPool { + clients: HashMap>, + connection_errors: HashMap, +} + +impl McpClientPool { + pub async fn from_params(params: &[McpToolParam]) -> Self { + let servers: HashMap = params.iter().filter_map(server_entry_from_param).collect(); + Self::from_config(servers).await + } + + pub async fn from_config(servers: HashMap) -> Self { + let mut clients = HashMap::with_capacity(servers.len()); + let mut connection_errors = HashMap::new(); + + for (server_label, entry) in servers { + let result = match entry { + McpServerEntry::Http { url, headers } => McpClient::connect(&url, headers).await, + McpServerEntry::Stdio { + command, + args, + env, + cwd, + } => McpClient::connect_stdio(&command, &args, env.as_ref(), cwd.as_deref()).await, + }; + + match result { + Ok(client) => { + clients.insert(server_label, Arc::new(client)); + } + Err(error) => { + let error_message = error.to_string(); + tracing::warn!( + server_label = %server_label, + error = %error_message, + "failed to connect MCP server from config" + ); + connection_errors.insert(server_label, error_message); + } + } + } + + Self { + clients, + connection_errors, + } + } + + #[must_use] + pub fn get(&self, server_label: &str) -> Option<&Arc> { + self.clients.get(server_label) + } + + pub fn client_for_param(&self, param: &McpToolParam) -> Option> { + let Some(server_label) = clean_string(param.server_label.as_deref()) else { + tracing::debug!(name = %param.name, "MCP tool param has no server_label"); + return None; + }; + + let Some(client) = self.get(&server_label).cloned() else { + if let Some(error) = self.connection_error(&server_label) { + tracing::warn!( + server_label, + name = %param.name, + error, + "MCP server failed to connect" + ); + } else { + tracing::warn!( + server_label, + name = %param.name, + "MCP server is not connected" + ); + } + return None; + }; + + Some(client) + } + + #[must_use] + pub fn connection_error(&self, server_label: &str) -> Option<&str> { + self.connection_errors.get(server_label).map(String::as_str) + } + + pub fn iter(&self) -> impl Iterator)> { + self.clients.iter() + } + + #[must_use] + pub fn is_empty(&self) -> bool { + self.clients.is_empty() + } +} + +fn server_entry_from_param(param: &McpToolParam) -> Option<(String, McpServerEntry)> { + let Some(server_label) = clean_string(param.server_label.as_deref()) else { + tracing::debug!(name = %param.name, "MCP tool param has no server_label"); + return None; + }; + + if let Some(url) = clean_string(param.server_url.as_deref()) { + let url = match validate_request_server_url(&url) { + Ok(url) => url, + Err(reason) => { + tracing::warn!( + server_label, + name = %param.name, + url, + reason, + "MCP tool param server_url rejected" + ); + return None; + } + }; + + return Some(( + server_label, + McpServerEntry::Http { + url, + headers: param.headers.clone(), + }, + )); + } + + tracing::warn!( + server_label, + name = %param.name, + "MCP tool param has no server_url" + ); + None +} + +fn validate_request_server_url(value: &str) -> Result { + let url = Url::parse(value).map_err(|error| format!("invalid URL: {error}"))?; + match url.scheme() { + "http" | "https" => {} + _ => return Err("URL scheme must be http or https".to_owned()), + } + + if !url.username().is_empty() || url.password().is_some() { + return Err("URL must not include credentials".to_owned()); + } + + let host = url.host_str().ok_or_else(|| "URL must include a host".to_owned())?; + if is_allowed_request_host(host) { + return Ok(value.to_owned()); + } + + Err(format!( + "MCP server_url host is not allowed; set {MCP_ALLOWED_HOSTS_ENV} to allow it" + )) +} + +fn is_allowed_request_host(host: &str) -> bool { + host.eq_ignore_ascii_case("localhost") + || host.parse::().is_ok_and(|ip| ip.is_loopback()) + || host_allowed_by_env(host) +} + +fn host_allowed_by_env(host: &str) -> bool { + std::env::var(MCP_ALLOWED_HOSTS_ENV).is_ok_and(|allowed_hosts| { + allowed_hosts + .split(',') + .map(str::trim) + .any(|allowed_host| allowed_host.eq_ignore_ascii_case(host)) + }) +} + +fn clean_string(value: Option<&str>) -> Option { + value + .map(str::trim) + .filter(|value| !value.is_empty()) + .map(str::to_owned) +} + +#[cfg(test)] +mod tests { + use super::{McpServerEntry, server_entry_from_param, validate_request_server_url}; + use crate::types::tools::McpToolParam; + + #[test] + fn mcp_server_entry_deserializes_http_config() { + let entry = serde_json::from_value::(serde_json::json!({ + "url": "http://localhost:9000", + "headers": {"Authorization": "Bearer token"} + })) + .unwrap(); + + match entry { + McpServerEntry::Http { url, headers } => { + assert_eq!(url, "http://localhost:9000"); + assert_eq!(headers.unwrap()["Authorization"], "Bearer token"); + } + McpServerEntry::Stdio { .. } => panic!("expected HTTP MCP config"), + } + } + + #[test] + fn mcp_server_entry_deserializes_stdio_config() { + let entry = serde_json::from_value::(serde_json::json!({ + "command": "python3", + "args": ["/tmp/server.py"], + "env": {"TOKEN": "secret"}, + "cwd": "/tmp" + })) + .unwrap(); + + match entry { + McpServerEntry::Stdio { + command, + args, + env, + cwd, + } => { + assert_eq!(command, "python3"); + assert_eq!(args, vec!["/tmp/server.py".to_owned()]); + assert_eq!(env.unwrap()["TOKEN"], "secret"); + assert_eq!(cwd.as_deref(), Some("/tmp")); + } + McpServerEntry::Http { .. } => panic!("expected stdio MCP config"), + } + } + + #[test] + fn request_server_url_allows_loopback_http() { + let url = validate_request_server_url("http://127.0.0.1:8000/mcp").unwrap(); + assert_eq!(url, "http://127.0.0.1:8000/mcp"); + } + + #[test] + fn request_server_url_rejects_unallowlisted_host() { + let error = validate_request_server_url("http://169.254.169.254/mcp").unwrap_err(); + assert!(error.contains("not allowed")); + } + + #[test] + fn request_params_do_not_accept_stdio_command() { + let param = serde_json::from_value::(serde_json::json!({ + "name": "read_mcp_resource", + "server_label": "repo", + "command": "python3", + "args": ["/tmp/server.py"] + })) + .unwrap(); + + assert!(server_entry_from_param(¶m).is_none()); + } +} diff --git a/crates/agentic-server-core/src/tool/mcp/read_resource.rs b/crates/agentic-server-core/src/tool/mcp/read_resource.rs new file mode 100644 index 0000000..17ff589 --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/read_resource.rs @@ -0,0 +1,54 @@ +use serde::Deserialize; +use serde_json::json; + +use crate::types::io::FunctionTool; + +pub const READ_MCP_RESOURCE_TOOL_NAME: &str = "read_mcp_resource"; + +#[derive(Debug, Deserialize)] +pub struct ReadResourceArgs { + pub server: String, + pub uri: String, +} + +#[must_use] +pub fn read_mcp_resource_spec() -> FunctionTool { + FunctionTool { + type_: "function".to_owned(), + name: READ_MCP_RESOURCE_TOOL_NAME.to_owned(), + description: Some("Read a resource by URI from a connected MCP server.".to_owned()), + parameters: Some(json!({ + "type": "object", + "properties": { + "server": { + "type": "string", + "description": "The server_label to read from." + }, + "uri": { + "type": "string", + "description": "The resource URI to read." + } + }, + "required": ["server", "uri"], + "additionalProperties": false + })), + strict: Some(false), + } +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn read_mcp_resource_spec_has_expected_shape() { + let spec = read_mcp_resource_spec(); + + assert_eq!(spec.type_, "function"); + assert_eq!(spec.name, READ_MCP_RESOURCE_TOOL_NAME); + assert_eq!( + spec.parameters.as_ref().unwrap()["required"], + serde_json::json!(["server", "uri"]) + ); + } +} diff --git a/crates/agentic-server-core/src/tool/mcp/registry.rs b/crates/agentic-server-core/src/tool/mcp/registry.rs new file mode 100644 index 0000000..5b62762 --- /dev/null +++ b/crates/agentic-server-core/src/tool/mcp/registry.rs @@ -0,0 +1,85 @@ +use std::collections::HashMap; +use std::sync::Arc; + +use crate::tool::{GatewayExecutor, ToolEntry, ToolType}; +use crate::types::tools::McpToolParam; +use crate::utils::common::serialize_to_value_or_custom_default; + +use super::{McpSpec, READ_MCP_RESOURCE_TOOL_NAME}; + +/// Registers `p` for gateway dispatch by connecting to the request-declared +/// MCP server and discovering its tools via [`build_mcp_registry`]. +pub async fn insert_mcp_entry( + entries: &mut HashMap, + p: &McpToolParam, + handler: Option>, +) { + let Some(handler) = handler else { + tracing::debug!(name = %p.name, "MCP tool skipped because no MCP handler is configured"); + return; + }; + + build_mcp_registry(p, entries, handler).await; +} + +/// Registers the request-scoped MCP handler into `entries`, keyed by the name +/// the model will call. +pub async fn build_mcp_registry( + param: &McpToolParam, + entries: &mut HashMap, + handler: Arc, +) { + match McpSpec::from_param_name(param.name.as_str()) { + McpSpec::Resources => register_read_resource(param, entries, handler), + McpSpec::Tool => register_declared_tool_call(param, entries, handler), + } +} + +fn register_read_resource( + param: &McpToolParam, + entries: &mut HashMap, + handler: Arc, +) { + let config = serialize_to_value_or_custom_default( + param, + "MCP read_resource config serialization failed", + |config| config, + serde_json::Value::Null, + ); + entries.insert( + READ_MCP_RESOURCE_TOOL_NAME.to_owned(), + ToolEntry { + tool_type: ToolType::Mcp, + config, + server_label: None, + handler: Some(handler), + }, + ); +} + +fn register_declared_tool_call( + param: &McpToolParam, + entries: &mut HashMap, + handler: Arc, +) { + let config = serialize_to_value_or_custom_default( + param, + "MCP tool-call config serialization failed", + |config| config, + serde_json::Value::Null, + ); + if entries + .insert( + param.name.as_str().to_owned(), + ToolEntry { + tool_type: ToolType::Mcp, + config, + server_label: param.server_label.clone(), + handler: Some(handler), + }, + ) + .is_some() + { + tracing::warn!(name = %param.name, "duplicate MCP tool name — previous definition overwritten"); + } +} diff --git a/crates/agentic-server-core/src/tool/mod.rs b/crates/agentic-server-core/src/tool/mod.rs index 4fbd85b..2a5d62d 100644 --- a/crates/agentic-server-core/src/tool/mod.rs +++ b/crates/agentic-server-core/src/tool/mod.rs @@ -4,14 +4,22 @@ //! This module owns the behavioral layer: routing, handler interface, and normalization. pub mod codex; +pub mod executors; pub mod function; pub mod handler; +pub mod mcp; pub mod normalize; pub mod registry; pub mod web_search; pub use codex::{CodexNamespaceHandler, NamespaceMap, model_visible_namespace_member_name}; +pub use executors::GatewayExecutors; pub use function::FunctionHandler; pub use handler::{GatewayExecutor, ToolError, ToolHandler, ToolOutput}; +pub use mcp::{ + McpClient, McpClientPool, McpDiscoveredHandler, McpError, McpHandler, McpHandlerFactory, McpHandlerKind, + McpOperation, McpServerEntry, McpSpec, READ_MCP_RESOURCE_TOOL_NAME, ReadResourceArgs, build_mcp_registry, + read_mcp_resource_spec, +}; pub use registry::{GatewayDispatchResult, ToolEntry, ToolRegistry, ToolType}; pub use web_search::WebSearchHandler; diff --git a/crates/agentic-server-core/src/tool/normalize.rs b/crates/agentic-server-core/src/tool/normalize.rs index 8d33fb8..540802b 100644 --- a/crates/agentic-server-core/src/tool/normalize.rs +++ b/crates/agentic-server-core/src/tool/normalize.rs @@ -1,9 +1,12 @@ use crate::types::io::FunctionTool; use crate::types::io::input::FunctionToolResultMessage; use crate::types::tools::ResponsesTool; +use crate::utils::common::serialize_to_value_or_custom_default; use super::codex::CodexNamespaceHandler; +use super::function::FunctionHandler; use super::handler::{ToolHandler, ToolOutput}; +use super::mcp::McpHandler; use super::web_search::web_search_function_tool; impl ResponsesTool { @@ -11,27 +14,30 @@ impl ResponsesTool { /// /// - `Function` variants convert via [`From<&FunctionToolParam>`] for `FunctionTool`. /// Returns `None` and logs at `debug` level if the name is empty. + /// - `Mcp` variants convert gateway MCP built-ins to the function specs + /// vLLM can call. + /// - Unimplemented variants (`FileSearch`, `CodeInterpreter`) return + /// `None` and emit a `tracing::debug!`. /// /// This is the entry point called by `RequestPayload::to_upstream_request()` so that /// vLLM always receives a `Vec`, never a raw `ResponsesTool` enum. - /// - /// # Panics - /// - /// Panics if serializing a `CodexNamespaceToolParam` fails, which cannot happen - /// for the derive-generated `Serialize` impl on that struct. #[must_use] pub fn to_function_tools(&self) -> Vec { match self { // name is NonEmptyToolName — empty names are rejected by serde at // deserialization time, so no runtime check is needed here. - Self::Function(p) => vec![FunctionTool::from(p)], - Self::Mcp(p) => { - tracing::debug!( - server_label = %p.server_label, - "MCP tool skipped in normalize - handler not yet registered" - ); - vec![] - } + Self::Function(p) => serialize_to_value_or_custom_default( + p, + "function tool config serialization failed", + |param| FunctionHandler.normalize(¶m).into_iter().take(1).collect(), + vec![], + ), + Self::Mcp(p) => serialize_to_value_or_custom_default( + p, + "MCP tool config serialization failed", + |param| McpHandler::spec_from_param(¶m).normalize(¶m), + vec![], + ), Self::WebSearch(_) => vec![web_search_function_tool()], Self::FileSearch(_) => { tracing::debug!("file_search tool skipped in normalize - handler not yet registered"); @@ -41,10 +47,12 @@ impl ResponsesTool { tracing::debug!("code_interpreter tool skipped in normalize - handler not yet registered"); vec![] } - Self::Namespace(p) => { - let param = serde_json::to_value(p).expect("serialization of known struct is infallible"); - CodexNamespaceHandler.normalize(¶m) - } + Self::Namespace(p) => serialize_to_value_or_custom_default( + p, + "function tool config serialization failed", + |param| CodexNamespaceHandler.normalize(¶m), + vec![], + ), Self::Unknown => { tracing::debug!("unknown tool skipped in normalize"); vec![] diff --git a/crates/agentic-server-core/src/tool/registry.rs b/crates/agentic-server-core/src/tool/registry.rs index fa8f280..065cb0d 100644 --- a/crates/agentic-server-core/src/tool/registry.rs +++ b/crates/agentic-server-core/src/tool/registry.rs @@ -4,11 +4,16 @@ use std::sync::Arc; use serde::{Deserialize, Serialize}; use serde_json::Value; -use super::codex::NamespaceMap; -use super::{CodexNamespaceHandler, GatewayExecutor, ToolError, ToolOutput}; +use super::codex::insert_namespace_entries; +use super::executors::GatewayExecutors; +use super::function::insert_function_entry; +use super::mcp::{insert_mcp_entry, maybe_mcp_function}; +use super::web_search::insert_web_search_entry; +use super::{CodexNamespaceHandler, GatewayExecutor, NamespaceMap, ToolError, ToolOutput}; use crate::types::io::OutputItem; use crate::types::io::output::FunctionToolCall; -use crate::types::tools::{CodexNamespaceMember, ResponsesTool}; +use crate::types::tools::{CodeInterpreterToolParam, FileSearchToolParam, ResponsesTool}; +use crate::utils::common::serialize_to_value_or_custom_default; #[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)] #[serde(rename_all = "snake_case")] @@ -58,6 +63,56 @@ pub struct GatewayDispatchResult { pub output: Result, } +// TODO: move to a dedicated file_search module alongside its `ToolHandler` +// once file_search execution is implemented. +fn insert_file_search_entry( + entries: &mut HashMap, + p: &FileSearchToolParam, + handler: Option>, +) { + serialize_to_value_or_custom_default( + p, + "file_search tool config serialization failed", + |config| { + entries.insert( + "file_search".to_owned(), + ToolEntry { + tool_type: ToolType::FileSearch, + config, + server_label: None, + handler, + }, + ); + }, + (), + ); +} + +// TODO: move to a dedicated code_interpreter module alongside its `ToolHandler` +// once code_interpreter execution is implemented. +fn insert_code_interpreter_entry( + entries: &mut HashMap, + p: &CodeInterpreterToolParam, + handler: Option>, +) { + serialize_to_value_or_custom_default( + p, + "code_interpreter tool config serialization failed", + |config| { + entries.insert( + "code_interpreter".to_owned(), + ToolEntry { + tool_type: ToolType::CodeInterpreter, + config, + server_label: None, + handler, + }, + ); + }, + (), + ); +} + /// Request-scoped registry built from `RequestPayload.tools`. /// Maps the name the LLM sees → routing metadata. #[derive(Debug, Default)] @@ -70,23 +125,6 @@ pub struct ToolRegistry { } impl ToolRegistry { - /// Build a registry from the declared tools. - /// - /// Duplicate tool names result in last-write-wins, logged at `warn` level. - /// - /// # Errors - /// - /// Returns [`ToolError::Config`] when Codex namespace member flattening - /// would collide with another declared tool name. - /// - /// # Panics - /// - /// Panics if serialization of a tool param struct fails, which cannot happen - /// for the types defined in this module (`#[derive(Serialize)]` on plain structs). - pub fn build(tools: &[ResponsesTool]) -> Result { - Self::build_with_handlers(tools, |_| None) - } - /// Build a registry from declared tools and attach gateway handlers for dispatchable tool types. /// /// # Errors @@ -98,10 +136,7 @@ impl ToolRegistry { /// /// Panics if serialization of a tool param struct fails, which cannot happen /// for the types defined in this module (`#[derive(Serialize)]` on plain structs). - pub fn build_with_handlers( - tools: &[ResponsesTool], - mut handler_for: impl FnMut(ToolType) -> Option>, - ) -> Result { + pub async fn build_with_handlers(tools: &[ResponsesTool], executors: &GatewayExecutors) -> Result { let mut entries = HashMap::with_capacity(tools.len()); // Namespace members must be keyed by the same flat, model-visible name // the model will call, so resolve them first — the same pure pass used @@ -110,94 +145,25 @@ impl ToolRegistry { for tool in &resolved_tools { match tool { - ResponsesTool::Function(p) => { - // p.name is NonEmptyToolName — empty names are impossible here - // (serde rejects them at deserialization time). - if entries - .insert( - p.name.as_str().to_owned(), - ToolEntry { - tool_type: ToolType::Function, - config: serde_json::to_value(p).expect("serialization of known struct is infallible"), - server_label: None, - handler: None, - }, - ) - .is_some() - { - tracing::warn!(name = %p.name, "duplicate tool name — previous definition overwritten"); + ResponsesTool::Function(p) => match maybe_mcp_function(p) { + Some(mcp_params) if !mcp_params.is_empty() => { + let handler = executors.mcp_read_resource_handler(&mcp_params).await; + for declaration_param in &mcp_params { + insert_mcp_entry(&mut entries, declaration_param, handler.clone()).await; + } } - } + _ => insert_function_entry(&mut entries, p), + }, ResponsesTool::Mcp(p) => { - // MCP tool names are discovered at request-time via `tools/list`. - // Without discovery, we cannot know which tool names to register — - // keying by server_label would cause all MCP calls to miss on lookup - // since gateway_owned/client_owned look up by tool name, not server. - // MCP entries will be populated in PR C once HttpMcpHandler - // implements discover() and the executor calls it before build(). - tracing::debug!( - server_label = %p.server_label, - "MCP server declared but skipped in registry — tool names unknown until discovery (PR C)" - ); + let handler = executors.mcp_handler(p).await; + insert_mcp_entry(&mut entries, p, handler).await; } ResponsesTool::WebSearch(p) => { - entries.insert( - "web_search".to_owned(), - ToolEntry { - tool_type: ToolType::WebSearch, - config: serde_json::to_value(p).expect("serialization of known struct is infallible"), - server_label: None, - handler: handler_for(ToolType::WebSearch), - }, - ); - } - ResponsesTool::FileSearch(p) => { - entries.insert( - "file_search".to_owned(), - ToolEntry { - tool_type: ToolType::FileSearch, - config: serde_json::to_value(p).expect("serialization of known struct is infallible"), - server_label: None, - handler: handler_for(ToolType::FileSearch), - }, - ); - } - ResponsesTool::CodeInterpreter(p) => { - entries.insert( - "code_interpreter".to_owned(), - ToolEntry { - tool_type: ToolType::CodeInterpreter, - config: serde_json::to_value(p).expect("serialization of known struct is infallible"), - server_label: None, - handler: handler_for(ToolType::CodeInterpreter), - }, - ); - } - ResponsesTool::Namespace(p) => { - // p's members already carry their flat, model-visible names - // (see the `resolve_namespace_members` call above). - let config = serde_json::to_value(p).expect("serialization of known struct is infallible"); - for member in &p.tools { - let CodexNamespaceMember::Function(function) = member else { - continue; - }; - let name = function.name.as_str().to_owned(); - if entries - .insert( - name.clone(), - ToolEntry { - tool_type: ToolType::CodexNamespace, - config: config.clone(), - server_label: Some(p.name.clone()), - handler: None, - }, - ) - .is_some() - { - tracing::warn!(name = %name, namespace = %p.name, "duplicate tool name - previous definition overwritten"); - } - } + insert_web_search_entry(&mut entries, p, executors.web_search_handler()); } + ResponsesTool::FileSearch(p) => insert_file_search_entry(&mut entries, p, None), + ResponsesTool::CodeInterpreter(p) => insert_code_interpreter_entry(&mut entries, p, None), + ResponsesTool::Namespace(p) => insert_namespace_entries(&mut entries, p), ResponsesTool::Unknown => { tracing::debug!("unknown tool declared but skipped in registry"); } diff --git a/crates/agentic-server-core/src/tool/web_search.rs b/crates/agentic-server-core/src/tool/web_search.rs index 02ebd54..562f087 100644 --- a/crates/agentic-server-core/src/tool/web_search.rs +++ b/crates/agentic-server-core/src/tool/web_search.rs @@ -1,3 +1,4 @@ +use std::collections::HashMap; use std::future::Future; use std::pin::Pin; use std::sync::Arc; @@ -8,14 +9,37 @@ use serde_json::Value; use crate::types::io::output::{FunctionToolCall, WebSearchCall, WebSearchCallStatus, WebSearchSource}; use crate::types::io::{FunctionTool, OutputItem}; use crate::types::tools::{WebSearchContextSize, WebSearchToolParam}; -use crate::utils::common::serialize_to_string; +use crate::utils::common::{serialize_to_string, serialize_to_value_or_custom_default}; use super::handler::{GatewayExecutor, ToolError, ToolHandler, ToolOutput}; -use super::registry::ToolType; +use super::registry::{ToolEntry, ToolType}; const YOU_API_KEY: &str = "YOU_API_KEY"; const YOU_API_BASE_URL: &str = "YOU_API_BASE_URL"; +pub(crate) fn insert_web_search_entry( + entries: &mut HashMap, + p: &WebSearchToolParam, + handler: Option>, +) { + serialize_to_value_or_custom_default( + p, + "web_search tool config serialization failed", + |config| { + entries.insert( + "web_search".to_owned(), + ToolEntry { + tool_type: ToolType::WebSearch, + config, + server_label: None, + handler, + }, + ); + }, + (), + ); +} + #[must_use] pub(crate) fn web_search_function_tool() -> FunctionTool { FunctionTool { diff --git a/crates/agentic-server-core/src/types/io/mod.rs b/crates/agentic-server-core/src/types/io/mod.rs index 78b48bf..eca1be7 100644 --- a/crates/agentic-server-core/src/types/io/mod.rs +++ b/crates/agentic-server-core/src/types/io/mod.rs @@ -8,8 +8,8 @@ pub use input::{ InputTextContent, ResponsesInput, }; pub use output::{ - ApplyDone, FunctionToolCall, OutputItem, OutputMessage, OutputTextContent, ReasoningOutput, ReasoningTextContent, - WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchSource, + ApplyDone, FunctionToolCall, GatewayCallStatus, McpToolCall, OutputItem, OutputMessage, OutputTextContent, + ReasoningOutput, ReasoningTextContent, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchSource, }; pub use tools::{FunctionTool, ToolChoice}; pub(crate) use tools::{resolve_tool_choice, resolve_tools}; diff --git a/crates/agentic-server-core/src/types/io/output.rs b/crates/agentic-server-core/src/types/io/output.rs index 7981376..068b3be 100644 --- a/crates/agentic-server-core/src/types/io/output.rs +++ b/crates/agentic-server-core/src/types/io/output.rs @@ -140,13 +140,13 @@ impl TryFrom<&EventPayload> for FunctionToolCall { #[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)] #[serde(rename_all = "snake_case")] -pub enum WebSearchCallStatus { +pub enum GatewayCallStatus { InProgress, Completed, Failed, } -impl WebSearchCallStatus { +impl GatewayCallStatus { #[must_use] pub const fn as_str(self) -> &'static str { match self { @@ -157,6 +157,8 @@ impl WebSearchCallStatus { } } +pub type WebSearchCallStatus = GatewayCallStatus; + #[derive(Debug, Clone, Serialize, Deserialize)] pub struct WebSearchSource { pub url: String, @@ -207,6 +209,42 @@ impl WebSearchCall { } } +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct McpToolCall { + pub id: String, + pub server: String, + pub tool: String, + pub arguments: Value, + pub status: GatewayCallStatus, + #[serde(skip_serializing_if = "Option::is_none")] + pub result: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub error: Option, +} + +impl McpToolCall { + #[must_use] + pub fn new( + id: impl Into, + server: impl Into, + tool: impl Into, + arguments: Value, + status: GatewayCallStatus, + result: Option, + error: Option, + ) -> Self { + Self { + id: id.into(), + server: server.into(), + tool: tool.into(), + arguments, + status, + result, + error, + } + } +} + #[derive(Debug, Clone, Serialize, Deserialize)] pub struct ReasoningTextContent { #[serde(rename = "type")] @@ -324,6 +362,8 @@ pub enum OutputItem { FunctionCall(FunctionToolCall), #[serde(rename = "web_search_call")] WebSearchCall(WebSearchCall), + #[serde(rename = "mcp_tool_call")] + McpToolCall(McpToolCall), #[serde(rename = "reasoning")] Reasoning(ReasoningOutput), #[serde(other)] @@ -337,7 +377,9 @@ impl OutputItem { Self::FunctionCall(call) => registry .lookup(&call.name) .is_none_or(|entry| entry.tool_type == ToolType::Function), - Self::Message(_) | Self::WebSearchCall(_) | Self::Reasoning(_) | Self::Unknown => false, + Self::Message(_) | Self::WebSearchCall(_) | Self::McpToolCall(_) | Self::Reasoning(_) | Self::Unknown => { + false + } } } @@ -347,7 +389,7 @@ impl OutputItem { Self::Message(message) => Some(InputItem::Message(message.clone().into())), Self::Reasoning(reasoning) => Some(InputItem::Reasoning(reasoning.clone())), Self::FunctionCall(call) => Some(InputItem::FunctionCall(call.clone())), - Self::WebSearchCall(_) | Self::Unknown => None, + Self::WebSearchCall(_) | Self::McpToolCall(_) | Self::Unknown => None, } } } @@ -389,6 +431,26 @@ mod tests { assert!(matches!(back, InputItem::Reasoning(_))); } + #[test] + fn mcp_tool_call_serializes_as_output_item() { + let item = OutputItem::McpToolCall(McpToolCall::new( + "mcp_1", + "repo", + "read_mcp_resource", + serde_json::json!({"server": "repo", "uri": "file://fixture.yaml"}), + GatewayCallStatus::Completed, + Some(serde_json::json!({"contents": []})), + None, + )); + + let json = serde_json::to_value(item).unwrap(); + assert_eq!(json["type"], "mcp_tool_call"); + assert_eq!(json["id"], "mcp_1"); + assert_eq!(json["status"], "completed"); + assert_eq!(json["server"], "repo"); + assert_eq!(json["tool"], "read_mcp_resource"); + } + #[test] fn vllm_reasoning_response_deserializes() { let vllm_output = serde_json::json!([ diff --git a/crates/agentic-server-core/src/types/mod.rs b/crates/agentic-server-core/src/types/mod.rs index d9c6969..bcbc839 100644 --- a/crates/agentic-server-core/src/types/mod.rs +++ b/crates/agentic-server-core/src/types/mod.rs @@ -4,10 +4,10 @@ pub mod request_response; pub mod tools; pub use io::{ - FunctionTool, FunctionToolCall, FunctionToolResultMessage, InputContent, InputImageContent, InputItem, - InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, OutputItem, OutputMessage, - OutputTextContent, OutputTokenDetails, ReasoningOutput, ReasoningTextContent, ResponseUsage, ResponsesInput, - ToolChoice, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchSource, + FunctionTool, FunctionToolCall, FunctionToolResultMessage, GatewayCallStatus, InputContent, InputImageContent, + InputItem, InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, McpToolCall, OutputItem, + OutputMessage, OutputTextContent, OutputTokenDetails, ReasoningOutput, ReasoningTextContent, ResponseUsage, + ResponsesInput, ToolChoice, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchSource, }; pub use request_response::{IncompleteDetails, RequestPayload, ResponsePayload, UpstreamRequest}; pub use tools::{ diff --git a/crates/agentic-server-core/src/types/tools/mod.rs b/crates/agentic-server-core/src/types/tools/mod.rs index 0a1c224..31be4a5 100644 --- a/crates/agentic-server-core/src/types/tools/mod.rs +++ b/crates/agentic-server-core/src/types/tools/mod.rs @@ -7,6 +7,6 @@ pub mod params; pub use params::{ CodeInterpreterToolParam, CodexNamespaceMember, CodexNamespaceToolParam, EmptyToolNameError, FileSearchToolParam, - FunctionToolParam, McpToolParam, NonEmptyToolName, ResponsesTool, WebSearchContextSize, WebSearchFilters, - WebSearchToolParam, WebSearchUserLocation, + FunctionToolParam, McpDiscoveredToolParam, McpToolParam, NonEmptyToolName, ResponsesTool, WebSearchContextSize, + WebSearchFilters, WebSearchToolParam, WebSearchUserLocation, }; diff --git a/crates/agentic-server-core/src/types/tools/params.rs b/crates/agentic-server-core/src/types/tools/params.rs index 9870597..3eb2f32 100644 --- a/crates/agentic-server-core/src/types/tools/params.rs +++ b/crates/agentic-server-core/src/types/tools/params.rs @@ -122,16 +122,27 @@ pub struct FunctionToolParam { pub extra: HashMap, } -/// Parameters for an MCP (Model Context Protocol) tool server. +/// Parameters for a gateway MCP built-in tool declaration. #[derive(Debug, Clone, Serialize, Deserialize)] pub struct McpToolParam { - pub server_label: String, - pub server_url: String, - pub allowed_tools: Option>, - /// Per-server auth headers forwarded by the gateway (e.g. `Authorization: Bearer `). + pub name: NonEmptyToolName, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub server_label: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub server_url: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] pub headers: Option>, } +/// Parameters for a discovered MCP (Model Context Protocol) server tool. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct McpDiscoveredToolParam { + pub server_label: String, + pub tool_name: String, + pub exposed_name: String, + pub tool: rmcp::model::Tool, +} + #[derive(Debug, Clone, Copy, Serialize, Deserialize)] #[serde(rename_all = "snake_case")] pub enum WebSearchContextSize { @@ -277,16 +288,21 @@ mod tests { fn responses_tool_mcp_round_trips_with_field_values() { let json = serde_json::json!({ "type": "mcp", - "server_label": "my_server", - "server_url": "http://localhost:9000", - "allowed_tools": ["search", "fetch"] + "name": "read_mcp_resource", + "server_label": "repo", + "server_url": "http://localhost:9001/mcp", + "headers": {"Authorization": "Bearer token"} }); let tool: ResponsesTool = serde_json::from_value(json).unwrap(); let back = serde_json::to_value(&tool).unwrap(); assert_eq!(back["type"], "mcp"); - assert_eq!(back["server_label"], "my_server"); + assert_eq!(back["name"], "read_mcp_resource"); + assert_eq!(back["server_label"], "repo"); + assert_eq!(back["server_url"], "http://localhost:9001/mcp"); if let ResponsesTool::Mcp(ref p) = tool { - assert_eq!(p.allowed_tools, Some(vec!["search".to_owned(), "fetch".to_owned()])); + assert_eq!(p.name.as_str(), "read_mcp_resource"); + assert_eq!(p.server_label.as_deref(), Some("repo")); + assert_eq!(p.server_url.as_deref(), Some("http://localhost:9001/mcp")); } } @@ -331,18 +347,25 @@ mod tests { } #[test] - fn mcp_tool_param_round_trips_with_headers() { + fn mcp_tool_param_round_trips_with_tool_schema() { let json = serde_json::json!({ - "type": "mcp", "server_label": "my_server", - "server_url": "http://localhost:9000", - "headers": {"Authorization": "Bearer tok"} + "tool_name": "fetch", + "exposed_name": "my_server__fetch", + "tool": { + "name": "fetch", + "inputSchema": { + "type": "object", + "properties": { + "id": {"type": "string"} + } + } + } }); - let tool: ResponsesTool = serde_json::from_value(json).unwrap(); - assert_eq!( - serde_json::to_value(&tool).unwrap()["headers"]["Authorization"], - "Bearer tok" - ); + let param: McpDiscoveredToolParam = serde_json::from_value(json).unwrap(); + let back = serde_json::to_value(¶m).unwrap(); + assert_eq!(back["server_label"], "my_server"); + assert_eq!(back["tool"]["inputSchema"]["properties"]["id"]["type"], "string"); } #[test] diff --git a/crates/agentic-server-core/src/utils/common.rs b/crates/agentic-server-core/src/utils/common.rs index ba85330..42fd402 100644 --- a/crates/agentic-server-core/src/utils/common.rs +++ b/crates/agentic-server-core/src/utils/common.rs @@ -23,6 +23,36 @@ pub fn serialize_to_string(value: &T) -> Result(value: &T) -> Result { + serde_json::to_value(value) +} + +/// Serializes `value` to a `serde_json::Value` and passes it to `then`, +/// logging `message` at `debug` level and returning `default` if +/// serialization fails. +/// +/// Graceful serialization - used where callers fall back to a default result +/// rather than propagate a serialization error. +pub fn serialize_to_value_or_custom_default( + value: &T, + message: &str, + then: impl FnOnce(serde_json::Value) -> R, + default: R, +) -> R { + match serde_json::to_value(value) { + Ok(config) => then(config), + Err(error) => { + tracing::debug!(error = %error, message); + default + } + } +} + /// Deserialize JSON string to any type. /// /// Strict deserialization - returns error if deserialization fails. @@ -85,6 +115,26 @@ pub fn deserialize_from_value( serde_json::from_value(value) } +/// Deserializes a `serde_json::Value` and passes it to `then`, logging +/// `message` at `debug` level and returning `default` if deserialization fails. +/// +/// Graceful deserialization - used where callers fall back to a default result +/// rather than propagate a deserialization error. +pub fn deserialize_from_value_or_custom_default( + value: serde_json::Value, + message: &str, + then: impl FnOnce(T) -> R, + default: R, +) -> R { + match serde_json::from_value(value) { + Ok(value) => then(value), + Err(error) => { + tracing::debug!(error = %error, message); + default + } + } +} + /// Deserialize a `serde_json::Value` into `T`, returning `None` on type mismatch. #[must_use] pub fn deserialize_from_value_opt(value: serde_json::Value) -> Option { diff --git a/crates/agentic-server-core/tests/cassettes/README.md b/crates/agentic-server-core/tests/cassettes/README.md index 78ada32..06cbbb9 100644 --- a/crates/agentic-server-core/tests/cassettes/README.md +++ b/crates/agentic-server-core/tests/cassettes/README.md @@ -1,11 +1,11 @@ # Cassette Recorder -`record_cassette.py` runs an embedded proxy between the script and an upstream API (OpenAI or vLLM). Every request and response is captured into a YAML cassette for use in replay tests. +`record_cassette.py` runs an embedded proxy between the script and an upstream API (OpenAI, vLLM, or the agentic-api gateway). Every request and response is captured into a YAML cassette for use in replay tests. ## How it works ``` -[record_cassette.py] -> [proxy :7070] -> [OpenAI | vLLM] +[record_cassette.py] -> [proxy :7070] -> [OpenAI | vLLM | gateway] (cassette written here) ``` @@ -19,6 +19,9 @@ python tests/cassettes/record_cassette.py --mode responses --turns 2 --no-stream # non-interactive -- pipe prompts in (one line per turn) printf 'First prompt\nSecond prompt\n' | python tests/cassettes/record_cassette.py --mode responses --turns 2 --no-stream --vllm http://localhost:5050 --model Qwen/Qwen3-30B-A3B-FP8 --max-output-tokens 1024 --output out.yaml + +# gateway-backed cassette -- records the gateway-facing request/response +printf 'Use web search to look up potato, then summarize in one sentence.\n' | python tests/cassettes/record_cassette.py --mode responses --turns 1 --no-stream --gateway http://localhost:9000 --model openai/gpt-oss-20b --output out.yaml ``` The recorder scripts (`record_reasoning_cassettes.sh`, `record_tool_call_cassettes.sh`, etc.) use `printf` to feed fixed prompts per test so no manual input is needed. @@ -27,7 +30,7 @@ The recorder scripts (`record_reasoning_cassettes.sh`, `record_tool_call_cassett | Mode | Description | |------|-------------| -| `responses` | Chains turns via `previous_response_id`. Only mode supported with `--vllm`. | +| `responses` | Chains turns via `previous_response_id`. Only mode supported with `--vllm`. Common mode for gateway-backed built-in tool cassettes. | | `conv` | Creates a conversation object, passes `conversation` id each turn. | | `isolation` | Two independent conversations (A and B) recorded into one cassette. | | `mixed` | Turn 1 uses `conversation` id, turns 2+ switch to `previous_response_id`. | @@ -43,6 +46,7 @@ The recorder scripts (`record_reasoning_cassettes.sh`, `record_tool_call_cassett --model NAME Model name sent in requests --no-store Set store=false --vllm URL vLLM upstream, e.g. http://localhost:8000 (responses mode only) +--gateway URL agentic-api gateway, e.g. http://localhost:9000 --openai URL OpenAI upstream (default https://api.openai.com) --tools FILE JSON file containing a tools array (responses mode only) --tool-choice VALUE "auto", "none", "required", or JSON e.g. '{"type":"function","name":"foo"}' diff --git a/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-nonstreaming.yaml b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-nonstreaming.yaml new file mode 100644 index 0000000..0d2f354 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-nonstreaming.yaml @@ -0,0 +1,189 @@ +turns: +- filename: t1 + request: + body: + input: 'You have one MCP resource tool available: read_mcp_resource. The MCP + server label is repo. Call read_mcp_resource exactly once with server repo + and uri repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + Then summarize the gpt_oss_web_search_nonstreaming.yaml cassette in 2-3 sentences + and mention that read_mcp_resource was used.' + max_output_tokens: 1024 + model: Qwen/Qwen3-30B-A3B-FP8 + store: true + stream: false + tool_choice: required + tools: + - name: read_mcp_resource + server_label: repo + server_url: http://localhost:8000/mcp + type: mcp + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + conversation_id: null + created_at: 1783949038 + error: null + id: resp_019f5ba5-fe82-71a3-86f4-e5e432028293 + incomplete_details: null + instructions: null + model: Qwen/Qwen3-30B-A3B-FP8 + object: response + output: + - content: + - text: "\nOkay, let's see. The user wants me to call the read_mcp_resource\ + \ function with the server label \"repo\" and the URI \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\"\ + . Then, I need to summarize the YAML file in 2-3 sentences and mention\ + \ that I used the read_mcp_resource tool.\n\nFirst, I should make sure\ + \ I understand the function parameters. The function requires \"server\"\ + \ and \"uri\". The server is \"repo\", and the URI is given. I need to\ + \ structure the tool call correctly. The URI starts with \"repo://\",\ + \ so that's the format they want.\n\nWait, the user specified the URI\ + \ as \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\"\ + . So I should pass that exactly as the uri parameter. The server parameter\ + \ is \"repo\". \n\nOnce I call the function, the response will be the\ + \ content of that YAML file. Then, I need to read that content and summarize\ + \ it. The summary should be concise, 2-3 sentences. Also, I must mention\ + \ that I used the read_mcp_resource tool. \n\nBut since I can't actually\ + \ execute the function call here, I'll have to pretend to do so. The user\ + \ probably expects the tool call in the specified JSON format within the\ + \ XML tags. Then, after that, provide the summary as if the data was retrieved.\ + \ \n\nSo the steps are: generate the tool call, then the summary. Make\ + \ sure the summary includes the mention of the tool. I need to check if\ + \ the YAML file's content is available. Since I don't have access to the\ + \ actual file, I'll have to make up a plausible summary. Maybe the YAML\ + \ contains test data for a web search, like a cassette for a non-streaming\ + \ GPT OSS web search. The summary should reflect that it's a test cassette\ + \ used for web search simulations. \n\nI need to ensure that the JSON\ + \ structure is correct, with the name and arguments as specified. Also,\ + \ the tool call should be within the XML tags. Alright, putting it all\ + \ together.\n" + type: reasoning_text + encrypted_content: null + id: rs_9dc03b89a205ce92 + status: null + summary: [] + type: reasoning + - arguments: + server: repo + uri: repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml + id: mcp_a74524aff91f554a + result: + contents: + - mimeType: text/plain + text: "turns:\n- filename: t1\n request:\n body:\n input: Use\ + \ web search to look up potato, then summarize in one sentence.\n \ + \ max_output_tokens: 1024\n model: openai/gpt-oss-20b\n \ + \ store: true\n stream: false\n tool_choice: auto\n \ + \ tools:\n - type: web_search_preview\n headers:\n accept:\ + \ '*/*'\n content-type: application/json\n user-agent: python-httpx/0.28.1\n\ + \ method: POST\n path: /v1/responses\n query_params: {}\n \ + \ response:\n body:\n conversation_id: null\n created_at:\ + \ 1783307879\n error: null\n id: resp_019f356e-aacf-7ea3-87c6-075c2fcc1eb2\n\ + \ incomplete_details: null\n instructions: null\n model:\ + \ openai/gpt-oss-20b\n object: response\n output:\n -\ + \ content:\n - text: 'User: \"Use web search to look up potato,\ + \ then summarize in one sentence.\"\n We need to call web_search.\ + \ Use search query \"potato\". Provide let''s\n say count=5.\ + \ Ask for news? Might not need. We just want general info.\n \ + \ Probably get definition. Use general web search. Use appropriate\ + \ countries.\n Use English. Use default. Ok.'\n \ + \ type: reasoning_text\n encrypted_content: null\n id:\ + \ rs_8c5223df3fb54ba8\n status: null\n summary: []\n \ + \ type: reasoning\n - action:\n query: potato\n\ + \ sources:\n - title: Potato - Wikipedia\n \ + \ url: https://en.wikipedia.org/wiki/Potato\n - title:\ + \ Potatoes | Potato Nutrition | Types of Potatoes | Recipes\n \ + \ url: https://potatogoodness.com/\n - title: Potato Facts\n\ + \ url: https://www.idahopotatomuseum.com/potato-facts/\n\ + \ - title: Idaho Potato Commission\n url: https://idahopotato.com/\n\ + \ - title: Home of U.S. Potato Farmers | Potatoes USA\n \ + \ url: https://potatoesusa.com/\n type: search\n \ + \ id: ws_b67561c650733812\n status: completed\n type:\ + \ web_search_call\n - content:\n - text: 'We have a summary\ + \ from Wikipedia. Enough.\n\n\n Now produce one sentence\ + \ summary: \"Potato is a starchy tuberous vegetable\n native\ + \ to the Americas, cultivated from Solanum tuberosum, and is a staple\n\ + \ food worldwide.\" Provide brief.'\n type: reasoning_text\n\ + \ encrypted_content: null\n id: rs_9d6b942ea84e3e00\n\ + \ status: null\n summary: []\n type: reasoning\n\ + \ - content:\n - annotations: []\n text: Potato\ + \ (Solanum tuberosum) is a starchy, underground tuber native\n \ + \ to the Americas that has been domesticated for thousands of\ + \ years and\n is today a staple food in many cultures worldwide.\n\ + \ type: output_text\n id: msg_a8af96caf08bdc00\n \ + \ role: assistant\n status: completed\n type: message\n\ + \ previous_response_id: null\n status: completed\n usage:\n\ + \ input_tokens: 2285\n input_tokens_details:\n \ + \ cached_tokens: 352\n output_tokens: 204\n output_tokens_details:\n\ + \ reasoning_tokens: 135\n total_tokens: 2489\n headers:\n\ + \ content-type: application/json\n status_code: 200\n" + uri: repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml + server: repo + status: completed + tool: read_mcp_resource + type: mcp_tool_call + - content: + - text: ' + + Okay, let''s see. The user wanted me to call the read_mcp_resource function + with specific parameters and then summarize the YAML file. The tool response + provided the contents of the YAML, which seems to be a test cassette for + a web search. The summary needs to be 2-3 sentences and mention the tool + used. + + + First, I need to parse the tool response. The YAML has a request and response + section. The request includes a web search for "potato" with some parameters. + The response includes the search results and a summary from Wikipedia. + The summary mentions the potato''s origin, domestication, and its status + as a staple food. + + + I should condense this into a concise summary. Mention the purpose of + the cassette, the web search query, and the key points from the response. + Also, ensure to note that the data was retrieved using the read_mcp_resource + tool. Let me check the exact wording to make sure it''s accurate and within + the sentence limit. + + ' + type: reasoning_text + encrypted_content: null + id: rs_8140409a2eec0b39 + status: null + summary: [] + type: reasoning + - content: + - annotations: [] + text: ' + + + The `gpt_oss_web_search_nonstreaming.yaml` cassette demonstrates a web + search workflow for the query "potato," including a Wikipedia-based summary + of the vegetable''s origin and global significance. The response highlights + the starchy tuberous plant *Solanum tuberosum*, its historical domestication, + and its role as a staple food. This test cassette was retrieved using + the `read_mcp_resource` tool.' + type: output_text + id: msg_a6de7ee6ee5b4757 + role: assistant + status: completed + type: message + previous_response_id: null + status: completed + usage: + input_tokens: 2022 + input_tokens_details: + cached_tokens: 1024 + output_tokens: 794 + output_tokens_details: + reasoning_tokens: 642 + total_tokens: 2816 + headers: + content-type: application/json + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml new file mode 100644 index 0000000..79b1eac --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml @@ -0,0 +1,2790 @@ +turns: +- filename: t1 + request: + body: + input: 'You have one MCP resource tool available: read_mcp_resource. The MCP + server label is repo. Call read_mcp_resource exactly once with server repo + and uri repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + Then summarize the gpt_oss_web_search_nonstreaming.yaml cassette in 2-3 sentences + and mention that read_mcp_resource was used.' + max_output_tokens: 1024 + model: Qwen/Qwen3-30B-A3B-FP8 + store: true + stream: true + tool_choice: required + tools: + - name: read_mcp_resource + server_label: repo + server_url: http://localhost:8000/mcp + type: mcp + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'data: {"response":{"background":false,"created_at":1783949040,"frequency_penalty":0.0,"id":"resp_019f5ba6-19b8-75b1-981a-6f8993e432a3","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":1024,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":" in","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":140,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" order","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":141,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":142,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" Let","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":143,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"''s","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":144,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" proceed","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":145,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" with","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":146,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" the","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":147,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" tool","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":148,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" call","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":149,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".\n","item_id":"babe9b1b90830eef","output_index":0,"sequence_number":150,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"babe9b1b90830eef","output_index":0,"sequence_number":151,"text":"\nOkay, + the user wants me to use the read_mcp_resource function. The server label is + repo, and the URI they provided is repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + I need to call that function exactly once with those parameters. Once I get + the data from the resource, I have to summarize the YAML file in 2-3 sentences + and mention that I used the read_mcp_resource tool. Let me make sure I format + the tool call correctly in JSON inside the XML tags. I should check if the parameters + are correctly structured as per the function''s requirements. Alright, everything + seems in order. Let''s proceed with the tool call.\n","type":"response.reasoning_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"babe9b1b90830eef","output_index":0,"part":{"text":"\nOkay, + the user wants me to use the read_mcp_resource function. The server label is + repo, and the URI they provided is repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + I need to call that function exactly once with those parameters. Once I get + the data from the resource, I have to summarize the YAML file in 2-3 sentences + and mention that I used the read_mcp_resource tool. Let me make sure I format + the tool call correctly in JSON inside the XML tags. I should check if the parameters + are correctly structured as per the function''s requirements. Alright, everything + seems in order. Let''s proceed with the tool call.\n","type":"reasoning_text"},"sequence_number":152,"type":"response.reasoning_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"text":"\nOkay, the user wants me to use the read_mcp_resource + function. The server label is repo, and the URI they provided is repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + I need to call that function exactly once with those parameters. Once I get + the data from the resource, I have to summarize the YAML file in 2-3 sentences + and mention that I used the read_mcp_resource tool. Let me make sure I format + the tool call correctly in JSON inside the XML tags. I should check if the parameters + are correctly structured as per the function''s requirements. Alright, everything + seems in order. Let''s proceed with the tool call.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"babe9b1b90830eef","status":"completed","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":153,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"item":{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"id":"mcp_984d48be1e31f41f","server":"repo","status":"in_progress","tool":"read_mcp_resource","type":"mcp_tool_call"},"output_index":1,"type":"response.output_item.added"} + + ' + - ' + + ' + - 'data: {"item_id":"mcp_984d48be1e31f41f","output_index":1,"type":"response.mcp_tool_call.in_progress"} + + ' + - ' + + ' + - 'data: {"item":{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"id":"mcp_984d48be1e31f41f","result":{"contents":[{"mimeType":"text/plain","text":"turns:\n- + filename: t1\n request:\n body:\n input: Use web search to look up + potato, then summarize in one sentence.\n max_output_tokens: 1024\n model: + openai/gpt-oss-20b\n store: true\n stream: false\n tool_choice: + auto\n tools:\n - type: web_search_preview\n headers:\n accept: + ''*/*''\n content-type: application/json\n user-agent: python-httpx/0.28.1\n method: + POST\n path: /v1/responses\n query_params: {}\n response:\n body:\n conversation_id: + null\n created_at: 1783307879\n error: null\n id: resp_019f356e-aacf-7ea3-87c6-075c2fcc1eb2\n incomplete_details: + null\n instructions: null\n model: openai/gpt-oss-20b\n object: + response\n output:\n - content:\n - text: ''User: \"Use web + search to look up potato, then summarize in one sentence.\"\n We + need to call web_search. Use search query \"potato\". Provide let''''s\n say + count=5. Ask for news? Might not need. We just want general info.\n Probably + get definition. Use general web search. Use appropriate countries.\n Use + English. Use default. Ok.''\n type: reasoning_text\n encrypted_content: + null\n id: rs_8c5223df3fb54ba8\n status: null\n summary: + []\n type: reasoning\n - action:\n query: potato\n sources:\n - + title: Potato - Wikipedia\n url: https://en.wikipedia.org/wiki/Potato\n - + title: Potatoes | Potato Nutrition | Types of Potatoes | Recipes\n url: + https://potatogoodness.com/\n - title: Potato Facts\n url: + https://www.idahopotatomuseum.com/potato-facts/\n - title: Idaho Potato + Commission\n url: https://idahopotato.com/\n - title: Home + of U.S. Potato Farmers | Potatoes USA\n url: https://potatoesusa.com/\n type: + search\n id: ws_b67561c650733812\n status: completed\n type: + web_search_call\n - content:\n - text: ''We have a summary from + Wikipedia. Enough.\n\n\n Now produce one sentence summary: \"Potato + is a starchy tuberous vegetable\n native to the Americas, cultivated + from Solanum tuberosum, and is a staple\n food worldwide.\" Provide + brief.''\n type: reasoning_text\n encrypted_content: null\n id: + rs_9d6b942ea84e3e00\n status: null\n summary: []\n type: + reasoning\n - content:\n - annotations: []\n text: Potato + (Solanum tuberosum) is a starchy, underground tuber native\n to the + Americas that has been domesticated for thousands of years and\n is + today a staple food in many cultures worldwide.\n type: output_text\n id: + msg_a8af96caf08bdc00\n role: assistant\n status: completed\n type: + message\n previous_response_id: null\n status: completed\n usage:\n input_tokens: + 2285\n input_tokens_details:\n cached_tokens: 352\n output_tokens: + 204\n output_tokens_details:\n reasoning_tokens: 135\n total_tokens: + 2489\n headers:\n content-type: application/json\n status_code: 200\n","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"}]},"server":"repo","status":"completed","tool":"read_mcp_resource","type":"mcp_tool_call"},"item_id":"mcp_984d48be1e31f41f","output_index":1,"type":"response.mcp_tool_call.completed"} + + ' + - ' + + ' + - 'data: {"item":{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"id":"mcp_984d48be1e31f41f","result":{"contents":[{"mimeType":"text/plain","text":"turns:\n- + filename: t1\n request:\n body:\n input: Use web search to look up + potato, then summarize in one sentence.\n max_output_tokens: 1024\n model: + openai/gpt-oss-20b\n store: true\n stream: false\n tool_choice: + auto\n tools:\n - type: web_search_preview\n headers:\n accept: + ''*/*''\n content-type: application/json\n user-agent: python-httpx/0.28.1\n method: + POST\n path: /v1/responses\n query_params: {}\n response:\n body:\n conversation_id: + null\n created_at: 1783307879\n error: null\n id: resp_019f356e-aacf-7ea3-87c6-075c2fcc1eb2\n incomplete_details: + null\n instructions: null\n model: openai/gpt-oss-20b\n object: + response\n output:\n - content:\n - text: ''User: \"Use web + search to look up potato, then summarize in one sentence.\"\n We + need to call web_search. Use search query \"potato\". Provide let''''s\n say + count=5. Ask for news? Might not need. We just want general info.\n Probably + get definition. Use general web search. Use appropriate countries.\n Use + English. Use default. Ok.''\n type: reasoning_text\n encrypted_content: + null\n id: rs_8c5223df3fb54ba8\n status: null\n summary: + []\n type: reasoning\n - action:\n query: potato\n sources:\n - + title: Potato - Wikipedia\n url: https://en.wikipedia.org/wiki/Potato\n - + title: Potatoes | Potato Nutrition | Types of Potatoes | Recipes\n url: + https://potatogoodness.com/\n - title: Potato Facts\n url: + https://www.idahopotatomuseum.com/potato-facts/\n - title: Idaho Potato + Commission\n url: https://idahopotato.com/\n - title: Home + of U.S. Potato Farmers | Potatoes USA\n url: https://potatoesusa.com/\n type: + search\n id: ws_b67561c650733812\n status: completed\n type: + web_search_call\n - content:\n - text: ''We have a summary from + Wikipedia. Enough.\n\n\n Now produce one sentence summary: \"Potato + is a starchy tuberous vegetable\n native to the Americas, cultivated + from Solanum tuberosum, and is a staple\n food worldwide.\" Provide + brief.''\n type: reasoning_text\n encrypted_content: null\n id: + rs_9d6b942ea84e3e00\n status: null\n summary: []\n type: + reasoning\n - content:\n - annotations: []\n text: Potato + (Solanum tuberosum) is a starchy, underground tuber native\n to the + Americas that has been domesticated for thousands of years and\n is + today a staple food in many cultures worldwide.\n type: output_text\n id: + msg_a8af96caf08bdc00\n role: assistant\n status: completed\n type: + message\n previous_response_id: null\n status: completed\n usage:\n input_tokens: + 2285\n input_tokens_details:\n cached_tokens: 352\n output_tokens: + 204\n output_tokens_details:\n reasoning_tokens: 135\n total_tokens: + 2489\n headers:\n content-type: application/json\n status_code: 200\n","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"}]},"server":"repo","status":"completed","tool":"read_mcp_resource","type":"mcp_tool_call"},"output_index":1,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"response":{"background":false,"created_at":1783949041,"frequency_penalty":0.0,"id":"resp_019f5ba6-19b8-75b1-981a-6f8993e432a3","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":1024,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":null,"tool_choice":"auto","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":",","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":218,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" origin","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":219,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":",","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":220,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" and","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":221,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" global","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":222,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" significance","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":223,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":224,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" The","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":225,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" process","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":226,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" involved","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":227,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" retrieving","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":228,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" information","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":229,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" from","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":230,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" sources","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":231,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" like","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":232,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" Wikipedia","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":233,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" and","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":234,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" generating","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":235,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" a","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":236,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" concise","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":237,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" output","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":238,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":239,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" This","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":240,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" summary","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":241,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" was","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":242,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" derived","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":243,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" using","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":244,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" the","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":245,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" `","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":246,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"read","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":247,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"_m","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":248,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"cp","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":249,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"_resource","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":250,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"`","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":251,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" tool","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":252,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":253,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" access","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":254,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" the","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":255,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" test","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":256,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" cassette","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":257,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" data","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":258,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":259,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"818d5b6c757fe1eb","logprobs":[],"output_index":0,"sequence_number":260,"text":"\nOkay, + let''s see. The user asked to summarize the gpt_oss_web_search_nonstreaming.yaml + cassette. The tool response has a lot of data, but I need to focus on the key + parts. The YAML file seems to be a test cassette for a web search scenario. + The request part shows a user query about potatoes, and the response includes + a summary from Wikipedia. The main points are the potato''s origin, its classification + as a starchy tuber, and its global staple status.\n\nI need to condense this + into 2-3 sentences. Also, mention that the summary was generated using the read_mcp_resource + tool. Let me check the tool call was made correctly. Yes, the function was called + with the right server and URI. The response details the web search process and + the final summary. Alright, time to put it all together clearly.\n\n\nThe + `gpt_oss_web_search_nonstreaming.yaml` cassette demonstrates a web search workflow + for the query \"potato,\" resulting in a summary of the vegetable''s characteristics, + origin, and global significance. The process involved retrieving information + from sources like Wikipedia and generating a concise output. This summary was + derived using the `read_mcp_resource` tool to access the test cassette data.","type":"response.output_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"818d5b6c757fe1eb","output_index":0,"part":{"annotations":[],"logprobs":null,"text":"\nOkay, + let''s see. The user asked to summarize the gpt_oss_web_search_nonstreaming.yaml + cassette. The tool response has a lot of data, but I need to focus on the key + parts. The YAML file seems to be a test cassette for a web search scenario. + The request part shows a user query about potatoes, and the response includes + a summary from Wikipedia. The main points are the potato''s origin, its classification + as a starchy tuber, and its global staple status.\n\nI need to condense this + into 2-3 sentences. Also, mention that the summary was generated using the read_mcp_resource + tool. Let me check the tool call was made correctly. Yes, the function was called + with the right server and URI. The response details the web search process and + the final summary. Alright, time to put it all together clearly.\n\n\nThe + `gpt_oss_web_search_nonstreaming.yaml` cassette demonstrates a web search workflow + for the query \"potato,\" resulting in a summary of the vegetable''s characteristics, + origin, and global significance. The process involved retrieving information + from sources like Wikipedia and generating a concise output. This summary was + derived using the `read_mcp_resource` tool to access the test cassette data.","type":"output_text"},"sequence_number":261,"type":"response.content_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"annotations":[],"logprobs":null,"text":"\nOkay, + let''s see. The user asked to summarize the gpt_oss_web_search_nonstreaming.yaml + cassette. The tool response has a lot of data, but I need to focus on the key + parts. The YAML file seems to be a test cassette for a web search scenario. + The request part shows a user query about potatoes, and the response includes + a summary from Wikipedia. The main points are the potato''s origin, its classification + as a starchy tuber, and its global staple status.\n\nI need to condense this + into 2-3 sentences. Also, mention that the summary was generated using the read_mcp_resource + tool. Let me check the tool call was made correctly. Yes, the function was called + with the right server and URI. The response details the web search process and + the final summary. Alright, time to put it all together clearly.\n\n\nThe + `gpt_oss_web_search_nonstreaming.yaml` cassette demonstrates a web search workflow + for the query \"potato,\" resulting in a summary of the vegetable''s characteristics, + origin, and global significance. The process involved retrieving information + from sources like Wikipedia and generating a concise output. This summary was + derived using the `read_mcp_resource` tool to access the test cassette data.","type":"output_text"}],"id":"818d5b6c757fe1eb","phase":null,"role":"assistant","status":"completed","summary":[],"type":"message"},"output_index":0,"sequence_number":262,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1783949043,"error":null,"id":"resp_019f5ba6-19b8-75b1-981a-6f8993e432a3","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[{"content":[{"text":"\nOkay, + the user wants me to use the read_mcp_resource function. The server label is + repo, and the URI they provided is repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + I need to call that function exactly once with those parameters. Once I get + the data from the resource, I have to summarize the YAML file in 2-3 sentences + and mention that I used the read_mcp_resource tool. Let me make sure I format + the tool call correctly in JSON inside the XML tags. I should check if the parameters + are correctly structured as per the function''s requirements. Alright, everything + seems in order. Let''s proceed with the tool call.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"babe9b1b90830eef","status":null,"summary":[],"type":"reasoning"},{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"id":"mcp_984d48be1e31f41f","result":{"contents":[{"mimeType":"text/plain","text":"turns:\n- + filename: t1\n request:\n body:\n input: Use web search to look up + potato, then summarize in one sentence.\n max_output_tokens: 1024\n model: + openai/gpt-oss-20b\n store: true\n stream: false\n tool_choice: + auto\n tools:\n - type: web_search_preview\n headers:\n accept: + ''*/*''\n content-type: application/json\n user-agent: python-httpx/0.28.1\n method: + POST\n path: /v1/responses\n query_params: {}\n response:\n body:\n conversation_id: + null\n created_at: 1783307879\n error: null\n id: resp_019f356e-aacf-7ea3-87c6-075c2fcc1eb2\n incomplete_details: + null\n instructions: null\n model: openai/gpt-oss-20b\n object: + response\n output:\n - content:\n - text: ''User: \"Use web + search to look up potato, then summarize in one sentence.\"\n We + need to call web_search. Use search query \"potato\". Provide let''''s\n say + count=5. Ask for news? Might not need. We just want general info.\n Probably + get definition. Use general web search. Use appropriate countries.\n Use + English. Use default. Ok.''\n type: reasoning_text\n encrypted_content: + null\n id: rs_8c5223df3fb54ba8\n status: null\n summary: + []\n type: reasoning\n - action:\n query: potato\n sources:\n - + title: Potato - Wikipedia\n url: https://en.wikipedia.org/wiki/Potato\n - + title: Potatoes | Potato Nutrition | Types of Potatoes | Recipes\n url: + https://potatogoodness.com/\n - title: Potato Facts\n url: + https://www.idahopotatomuseum.com/potato-facts/\n - title: Idaho Potato + Commission\n url: https://idahopotato.com/\n - title: Home + of U.S. Potato Farmers | Potatoes USA\n url: https://potatoesusa.com/\n type: + search\n id: ws_b67561c650733812\n status: completed\n type: + web_search_call\n - content:\n - text: ''We have a summary from + Wikipedia. Enough.\n\n\n Now produce one sentence summary: \"Potato + is a starchy tuberous vegetable\n native to the Americas, cultivated + from Solanum tuberosum, and is a staple\n food worldwide.\" Provide + brief.''\n type: reasoning_text\n encrypted_content: null\n id: + rs_9d6b942ea84e3e00\n status: null\n summary: []\n type: + reasoning\n - content:\n - annotations: []\n text: Potato + (Solanum tuberosum) is a starchy, underground tuber native\n to the + Americas that has been domesticated for thousands of years and\n is + today a staple food in many cultures worldwide.\n type: output_text\n id: + msg_a8af96caf08bdc00\n role: assistant\n status: completed\n type: + message\n previous_response_id: null\n status: completed\n usage:\n input_tokens: + 2285\n input_tokens_details:\n cached_tokens: 352\n output_tokens: + 204\n output_tokens_details:\n reasoning_tokens: 135\n total_tokens: + 2489\n headers:\n content-type: application/json\n status_code: 200\n","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"}]},"server":"repo","status":"completed","tool":"read_mcp_resource","type":"mcp_tool_call"},{"content":[{"annotations":[],"text":"\nOkay, + let''s see. The user asked to summarize the gpt_oss_web_search_nonstreaming.yaml + cassette. The tool response has a lot of data, but I need to focus on the key + parts. The YAML file seems to be a test cassette for a web search scenario. + The request part shows a user query about potatoes, and the response includes + a summary from Wikipedia. The main points are the potato''s origin, its classification + as a starchy tuber, and its global staple status.\n\nI need to condense this + into 2-3 sentences. Also, mention that the summary was generated using the read_mcp_resource + tool. Let me check the tool call was made correctly. Yes, the function was called + with the right server and URI. The response details the web search process and + the final summary. Alright, time to put it all together clearly.\n\n\nThe + `gpt_oss_web_search_nonstreaming.yaml` cassette demonstrates a web search workflow + for the query \"potato,\" resulting in a summary of the vegetable''s characteristics, + origin, and global significance. The process involved retrieving information + from sources like Wikipedia and generating a concise output. This summary was + derived using the `read_mcp_resource` tool to access the test cassette data.","type":"output_text"}],"id":"818d5b6c757fe1eb","role":"assistant","status":"completed","type":"message"}],"previous_response_id":null,"status":"completed","usage":{"input_tokens":1725,"input_tokens_details":{"cached_tokens":720},"output_tokens":466,"output_tokens_details":{"reasoning_tokens":323},"total_tokens":2191}},"type":"response.completed"} + + ' + - ' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-connection-refused-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-connection-refused-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml new file mode 100644 index 0000000..5547ea4 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-connection-refused-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml @@ -0,0 +1,3536 @@ +turns: +- filename: t1 + request: + body: + input: 'You have one MCP resource tool available: read_mcp_resource. The MCP + server label is repo. Call read_mcp_resource exactly once with server repo + and uri repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + If the call fails, report the error you received in one sentence.' + max_output_tokens: 1024 + model: Qwen/Qwen3-30B-A3B-FP8 + store: true + stream: true + tool_choice: required + tools: + - name: read_mcp_resource + server_label: repo + server_url: http://127.0.0.1:1/mcp + type: mcp + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'data: {"response":{"background":false,"created_at":1783949051,"frequency_penalty":0.0,"id":"resp_019f5ba6-4619-7e91-9bc6-23172bc36bc0","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":1024,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":" inside","item_id":"9d5cb45e2e12beba","output_index":0,"sequence_number":386,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".\n","item_id":"9d5cb45e2e12beba","output_index":0,"sequence_number":387,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"9d5cb45e2e12beba","output_index":0,"sequence_number":388,"text":"\nOkay, + let me try to figure out how to handle this user''s request. They mentioned + that I have access to the read_mcp_resource function, which is used to read + a resource by URI from an MCP server. The server label is given as \"repo\", + and the URI they want me to use is \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + \n\nFirst, I need to make sure I understand the parameters required for the + function. The function requires both \"server\" and \"uri\" parameters. The + user specified the server as \"repo\" and the URI as that long path. So I should + structure the function call with those exact values.\n\nWait, the URI starts + with \"repo://\", which might be a specific format the server expects. I need + to pass that URI as-is. The user also said to call the function exactly once. + So I shouldn''t do anything else but make that single call.\n\nThe user mentioned + that if the call fails, I should report the error in one sentence. But since + I''m just simulating the process, I don''t actually have the capability to make + the call. However, in a real scenario, I would need to handle any exceptions + or errors that might occur during the HTTP request. But for this task, I just + need to generate the correct tool call.\n\nSo the correct JSON object should + have the name \"read_mcp_resource\" and the arguments with server \"repo\" and + uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + I need to make sure there are no typos in the JSON structure. Also, check that + the parameters are required and that the server and uri are correctly formatted.\n\nI + think that''s all. Just need to output the tool_call XML with the correct JSON + inside.\n","type":"response.reasoning_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"9d5cb45e2e12beba","output_index":0,"part":{"text":"\nOkay, + let me try to figure out how to handle this user''s request. They mentioned + that I have access to the read_mcp_resource function, which is used to read + a resource by URI from an MCP server. The server label is given as \"repo\", + and the URI they want me to use is \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + \n\nFirst, I need to make sure I understand the parameters required for the + function. The function requires both \"server\" and \"uri\" parameters. The + user specified the server as \"repo\" and the URI as that long path. So I should + structure the function call with those exact values.\n\nWait, the URI starts + with \"repo://\", which might be a specific format the server expects. I need + to pass that URI as-is. The user also said to call the function exactly once. + So I shouldn''t do anything else but make that single call.\n\nThe user mentioned + that if the call fails, I should report the error in one sentence. But since + I''m just simulating the process, I don''t actually have the capability to make + the call. However, in a real scenario, I would need to handle any exceptions + or errors that might occur during the HTTP request. But for this task, I just + need to generate the correct tool call.\n\nSo the correct JSON object should + have the name \"read_mcp_resource\" and the arguments with server \"repo\" and + uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + I need to make sure there are no typos in the JSON structure. Also, check that + the parameters are required and that the server and uri are correctly formatted.\n\nI + think that''s all. Just need to output the tool_call XML with the correct JSON + inside.\n","type":"reasoning_text"},"sequence_number":389,"type":"response.reasoning_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"text":"\nOkay, let me try to figure out how to + handle this user''s request. They mentioned that I have access to the read_mcp_resource + function, which is used to read a resource by URI from an MCP server. The server + label is given as \"repo\", and the URI they want me to use is \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + \n\nFirst, I need to make sure I understand the parameters required for the + function. The function requires both \"server\" and \"uri\" parameters. The + user specified the server as \"repo\" and the URI as that long path. So I should + structure the function call with those exact values.\n\nWait, the URI starts + with \"repo://\", which might be a specific format the server expects. I need + to pass that URI as-is. The user also said to call the function exactly once. + So I shouldn''t do anything else but make that single call.\n\nThe user mentioned + that if the call fails, I should report the error in one sentence. But since + I''m just simulating the process, I don''t actually have the capability to make + the call. However, in a real scenario, I would need to handle any exceptions + or errors that might occur during the HTTP request. But for this task, I just + need to generate the correct tool call.\n\nSo the correct JSON object should + have the name \"read_mcp_resource\" and the arguments with server \"repo\" and + uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + I need to make sure there are no typos in the JSON structure. Also, check that + the parameters are required and that the server and uri are correctly formatted.\n\nI + think that''s all. Just need to output the tool_call XML with the correct JSON + inside.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"9d5cb45e2e12beba","status":"completed","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":390,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"item":{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"id":"mcp_8957973f0e080557","server":"repo","status":"in_progress","tool":"read_mcp_resource","type":"mcp_tool_call"},"output_index":1,"type":"response.output_item.added"} + + ' + - ' + + ' + - 'data: {"item_id":"mcp_8957973f0e080557","output_index":1,"type":"response.mcp_tool_call.in_progress"} + + ' + - ' + + ' + - 'data: {"item":{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"error":"MCP + server ''repo'' failed to connect: failed to connect to MCP server","id":"mcp_8957973f0e080557","server":"repo","status":"failed","tool":"read_mcp_resource","type":"mcp_tool_call"},"item_id":"mcp_8957973f0e080557","output_index":1,"type":"response.mcp_tool_call.completed"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":" this","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":116,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" exactly","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":117,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" as","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":118,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" it","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":119,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" is","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":120,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":",","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":121,"type":"response.output_text.delta"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":134,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" Alright","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":135,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":",","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":136,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" that","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":137,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"''s","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":138,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" straightforward","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":139,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".\n","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":140,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":141,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"\n\n","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":142,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"The","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":143,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" MCP","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":144,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" server","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":145,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" ''","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":146,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"repo","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":147,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"''","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":148,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" failed","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":149,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":150,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" connect","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":151,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":":","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":152,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" failed","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":153,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":154,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" connect","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":155,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":156,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" MCP","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":157,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" server","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":158,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":159,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"bbd5c621572c64ef","logprobs":[],"output_index":0,"sequence_number":160,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with specific parameters. + I generated the tool call correctly, but the response indicates a failure. The + error message says the MCP server ''repo'' failed to connect. I need to report + this error in one sentence as instructed.\n\nI should check if there''s any + additional information needed, but the user specified to report the error received. + The error message from the tool response is clear: \"MCP server ''repo'' failed + to connect: failed to connect to MCP server\". I should present this exactly + as it is, without adding anything else. Make sure it''s a single sentence. Alright, + that''s straightforward.\n\n\nThe MCP server ''repo'' failed to connect: + failed to connect to MCP server.","type":"response.output_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"bbd5c621572c64ef","output_index":0,"part":{"annotations":[],"logprobs":null,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with specific parameters. + I generated the tool call correctly, but the response indicates a failure. The + error message says the MCP server ''repo'' failed to connect. I need to report + this error in one sentence as instructed.\n\nI should check if there''s any + additional information needed, but the user specified to report the error received. + The error message from the tool response is clear: \"MCP server ''repo'' failed + to connect: failed to connect to MCP server\". I should present this exactly + as it is, without adding anything else. Make sure it''s a single sentence. Alright, + that''s straightforward.\n\n\nThe MCP server ''repo'' failed to connect: + failed to connect to MCP server.","type":"output_text"},"sequence_number":161,"type":"response.content_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"annotations":[],"logprobs":null,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with specific parameters. + I generated the tool call correctly, but the response indicates a failure. The + error message says the MCP server ''repo'' failed to connect. I need to report + this error in one sentence as instructed.\n\nI should check if there''s any + additional information needed, but the user specified to report the error received. + The error message from the tool response is clear: \"MCP server ''repo'' failed + to connect: failed to connect to MCP server\". I should present this exactly + as it is, without adding anything else. Make sure it''s a single sentence. Alright, + that''s straightforward.\n\n\nThe MCP server ''repo'' failed to connect: + failed to connect to MCP server.","type":"output_text"}],"id":"bbd5c621572c64ef","phase":null,"role":"assistant","status":"completed","summary":[],"type":"message"},"output_index":0,"sequence_number":162,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1783949055,"error":null,"id":"resp_019f5ba6-4619-7e91-9bc6-23172bc36bc0","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[{"content":[{"text":"\nOkay, + let me try to figure out how to handle this user''s request. They mentioned + that I have access to the read_mcp_resource function, which is used to read + a resource by URI from an MCP server. The server label is given as \"repo\", + and the URI they want me to use is \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + \n\nFirst, I need to make sure I understand the parameters required for the + function. The function requires both \"server\" and \"uri\" parameters. The + user specified the server as \"repo\" and the URI as that long path. So I should + structure the function call with those exact values.\n\nWait, the URI starts + with \"repo://\", which might be a specific format the server expects. I need + to pass that URI as-is. The user also said to call the function exactly once. + So I shouldn''t do anything else but make that single call.\n\nThe user mentioned + that if the call fails, I should report the error in one sentence. But since + I''m just simulating the process, I don''t actually have the capability to make + the call. However, in a real scenario, I would need to handle any exceptions + or errors that might occur during the HTTP request. But for this task, I just + need to generate the correct tool call.\n\nSo the correct JSON object should + have the name \"read_mcp_resource\" and the arguments with server \"repo\" and + uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + I need to make sure there are no typos in the JSON structure. Also, check that + the parameters are required and that the server and uri are correctly formatted.\n\nI + think that''s all. Just need to output the tool_call XML with the correct JSON + inside.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"9d5cb45e2e12beba","status":null,"summary":[],"type":"reasoning"},{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"error":"MCP + server ''repo'' failed to connect: failed to connect to MCP server","id":"mcp_8957973f0e080557","server":"repo","status":"failed","tool":"read_mcp_resource","type":"mcp_tool_call"},{"content":[{"annotations":[],"text":"\nOkay, + the user asked me to call the read_mcp_resource function with specific parameters. + I generated the tool call correctly, but the response indicates a failure. The + error message says the MCP server ''repo'' failed to connect. I need to report + this error in one sentence as instructed.\n\nI should check if there''s any + additional information needed, but the user specified to report the error received. + The error message from the tool response is clear: \"MCP server ''repo'' failed + to connect: failed to connect to MCP server\". I should present this exactly + as it is, without adding anything else. Make sure it''s a single sentence. Alright, + that''s straightforward.\n\n\nThe MCP server ''repo'' failed to connect: + failed to connect to MCP server.","type":"output_text"}],"id":"bbd5c621572c64ef","role":"assistant","status":"completed","type":"message"}],"previous_response_id":null,"status":"completed","usage":{"input_tokens":1028,"input_tokens_details":{"cached_tokens":928},"output_tokens":593,"output_tokens_details":{"reasoning_tokens":520},"total_tokens":1621}},"type":"response.completed"} + + ' + - ' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-missing-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-missing-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml new file mode 100644 index 0000000..5234bff --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-missing-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml @@ -0,0 +1,4374 @@ +turns: +- filename: t1 + request: + body: + input: 'You have one MCP resource tool available: read_mcp_resource. The MCP + server label is repo. Call read_mcp_resource exactly once with server repo + and uri repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml.' + max_output_tokens: 4096 + model: Qwen/Qwen3-30B-A3B-FP8 + store: true + stream: true + tool_choice: required + tools: + - name: read_mcp_resource + server_label: repo + server_url: http://localhost:8000/mcp + type: mcp + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'data: {"response":{"background":false,"created_at":1783949057,"frequency_penalty":0.0,"id":"resp_019f5ba6-5bdc-7f20-b756-1d689b62bfac","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - ' + + ' + - 'data: {"response":{"background":false,"created_at":1783949057,"frequency_penalty":0.0,"id":"resp_019f5ba6-5bdc-7f20-b756-1d689b62bfac","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":1,"type":"response.in_progress"} + + ' + - 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The user wants me to call the read_mcp_resource + function once. The server label is \"repo\", and the URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + \n\nFirst, I need to make sure I understand the function parameters. The function + requires both \"server\" and \"uri\" parameters. The server is given as \"repo\", + and the URI is the long string they mentioned. \n\nWait, the URI starts with + \"repo://\", which might be a specific format for the MCP server. I should use + the exact URI they provided. The user emphasized to call the function exactly + once with those parameters. \n\nI should check if there are any other parameters + or if there''s a chance I might misinterpret the URI. But according to the problem + statement, the URI is straightforward. So I just need to structure the JSON + correctly with the server and uri fields.\n\nI think that''s all. 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The server label + is \"repo\", and the URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + \n\nFirst, I need to make sure I understand the function parameters. The function + requires both \"server\" and \"uri\" parameters. The server is given as \"repo\", + and the URI is the long string they mentioned. \n\nWait, the URI starts with + \"repo://\", which might be a specific format for the MCP server. I should use + the exact URI they provided. The user emphasized to call the function exactly + once with those parameters. \n\nI should check if there are any other parameters + or if there''s a chance I might misinterpret the URI. But according to the problem + statement, the URI is straightforward. So I just need to structure the JSON + correctly with the server and uri fields.\n\nI think that''s all. The user is + testing if I can correctly format the tool call with the given parameters. No + need to overcomplicate it. 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' + + ' + - 'data: {"content_index":0,"delta":"-ex","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":410,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"ist","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":411,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".yaml","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":412,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"`","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":413,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" does","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":414,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" not","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":415,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" exist","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":416,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" or","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":417,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" is","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":418,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" inaccessible","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":419,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":420,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" Let","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":421,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" me","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":422,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" know","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":423,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" if","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":424,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" you","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":425,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"''d","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":426,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" like","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":427,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":428,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" try","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":429,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" a","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":430,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" different","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":431,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" URI","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":432,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"!","item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":433,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"ad3b625206d95b56","logprobs":[],"output_index":0,"sequence_number":434,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with a specific server + and URI. I did that, but the response was an error: \"resources/read failed: + MCP operation failed during resources/read\". Hmm, the error message isn''t + very detailed. Let me think about what could have gone wrong.\n\nFirst, the + URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + Wait, the filename is \"does-not-exist.yaml\", which suggests that the resource + might not actually exist on the server. The error message mentions a failure + during the read operation, which could be because the file isn''t present. \n\nBut + the user''s instruction was to call the function exactly once with those parameters. + Maybe they wanted to test how I handle a missing resource. The error is from + the MCP server, so it''s possible that the server returns a specific error code + or message when the resource isn''t found. However, the tool''s response here + is generic. \n\nSince the user''s task was to make the call, and I did that, + the next step is to inform them of the result. The error indicates that the + read failed, but since the URI was correct as per the user''s input, the issue + might be on the server side or the resource not existing. \n\nI should present + the error response clearly and confirm that the function was called as requested. + The user might be expecting an acknowledgment of the error or further steps, + but based on the initial instructions, the main task was to make the tool call. + So the answer should include the tool call and the error response, explaining + that the read operation failed.\n\n\nThe `read_mcp_resource` function + was called with the specified parameters, but the MCP server returned an error: \n**\"resources/read + failed: MCP operation failed during resources/read\"** \n\nThis likely indicates + the resource at `repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml` + does not exist or is inaccessible. Let me know if you''d like to try a different + URI!","type":"response.output_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"ad3b625206d95b56","output_index":0,"part":{"annotations":[],"logprobs":null,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with a specific server + and URI. I did that, but the response was an error: \"resources/read failed: + MCP operation failed during resources/read\". Hmm, the error message isn''t + very detailed. Let me think about what could have gone wrong.\n\nFirst, the + URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + Wait, the filename is \"does-not-exist.yaml\", which suggests that the resource + might not actually exist on the server. The error message mentions a failure + during the read operation, which could be because the file isn''t present. \n\nBut + the user''s instruction was to call the function exactly once with those parameters. + Maybe they wanted to test how I handle a missing resource. The error is from + the MCP server, so it''s possible that the server returns a specific error code + or message when the resource isn''t found. However, the tool''s response here + is generic. \n\nSince the user''s task was to make the call, and I did that, + the next step is to inform them of the result. The error indicates that the + read failed, but since the URI was correct as per the user''s input, the issue + might be on the server side or the resource not existing. \n\nI should present + the error response clearly and confirm that the function was called as requested. + The user might be expecting an acknowledgment of the error or further steps, + but based on the initial instructions, the main task was to make the tool call. + So the answer should include the tool call and the error response, explaining + that the read operation failed.\n\n\nThe `read_mcp_resource` function + was called with the specified parameters, but the MCP server returned an error: \n**\"resources/read + failed: MCP operation failed during resources/read\"** \n\nThis likely indicates + the resource at `repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml` + does not exist or is inaccessible. Let me know if you''d like to try a different + URI!","type":"output_text"},"sequence_number":435,"type":"response.content_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"annotations":[],"logprobs":null,"text":"\nOkay, + the user asked me to call the read_mcp_resource function with a specific server + and URI. I did that, but the response was an error: \"resources/read failed: + MCP operation failed during resources/read\". Hmm, the error message isn''t + very detailed. Let me think about what could have gone wrong.\n\nFirst, the + URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + Wait, the filename is \"does-not-exist.yaml\", which suggests that the resource + might not actually exist on the server. The error message mentions a failure + during the read operation, which could be because the file isn''t present. \n\nBut + the user''s instruction was to call the function exactly once with those parameters. + Maybe they wanted to test how I handle a missing resource. The error is from + the MCP server, so it''s possible that the server returns a specific error code + or message when the resource isn''t found. However, the tool''s response here + is generic. \n\nSince the user''s task was to make the call, and I did that, + the next step is to inform them of the result. The error indicates that the + read failed, but since the URI was correct as per the user''s input, the issue + might be on the server side or the resource not existing. \n\nI should present + the error response clearly and confirm that the function was called as requested. + The user might be expecting an acknowledgment of the error or further steps, + but based on the initial instructions, the main task was to make the tool call. + So the answer should include the tool call and the error response, explaining + that the read operation failed.\n\n\nThe `read_mcp_resource` function + was called with the specified parameters, but the MCP server returned an error: \n**\"resources/read + failed: MCP operation failed during resources/read\"** \n\nThis likely indicates + the resource at `repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml` + does not exist or is inaccessible. Let me know if you''d like to try a different + URI!","type":"output_text"}],"id":"ad3b625206d95b56","phase":null,"role":"assistant","status":"completed","summary":[],"type":"message"},"output_index":0,"sequence_number":436,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1783949062,"error":null,"id":"resp_019f5ba6-5bdc-7f20-b756-1d689b62bfac","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[{"content":[{"text":"\nOkay, + let me try to figure this out. The user wants me to call the read_mcp_resource + function once. The server label is \"repo\", and the URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + \n\nFirst, I need to make sure I understand the function parameters. The function + requires both \"server\" and \"uri\" parameters. The server is given as \"repo\", + and the URI is the long string they mentioned. \n\nWait, the URI starts with + \"repo://\", which might be a specific format for the MCP server. I should use + the exact URI they provided. The user emphasized to call the function exactly + once with those parameters. \n\nI should check if there are any other parameters + or if there''s a chance I might misinterpret the URI. But according to the problem + statement, the URI is straightforward. So I just need to structure the JSON + correctly with the server and uri fields.\n\nI think that''s all. The user is + testing if I can correctly format the tool call with the given parameters. No + need to overcomplicate it. Just pass the server as \"repo\" and the URI as specified.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"8666e0cbdb195372","status":null,"summary":[],"type":"reasoning"},{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml"},"error":"resources/read + failed: MCP operation failed during resources/read","id":"mcp_a72be084f6711a34","server":"repo","status":"failed","tool":"read_mcp_resource","type":"mcp_tool_call"},{"content":[{"annotations":[],"text":"\nOkay, + the user asked me to call the read_mcp_resource function with a specific server + and URI. I did that, but the response was an error: \"resources/read failed: + MCP operation failed during resources/read\". Hmm, the error message isn''t + very detailed. Let me think about what could have gone wrong.\n\nFirst, the + URI they provided is \"repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml\". + Wait, the filename is \"does-not-exist.yaml\", which suggests that the resource + might not actually exist on the server. The error message mentions a failure + during the read operation, which could be because the file isn''t present. \n\nBut + the user''s instruction was to call the function exactly once with those parameters. + Maybe they wanted to test how I handle a missing resource. The error is from + the MCP server, so it''s possible that the server returns a specific error code + or message when the resource isn''t found. However, the tool''s response here + is generic. \n\nSince the user''s task was to make the call, and I did that, + the next step is to inform them of the result. The error indicates that the + read failed, but since the URI was correct as per the user''s input, the issue + might be on the server side or the resource not existing. \n\nI should present + the error response clearly and confirm that the function was called as requested. + The user might be expecting an acknowledgment of the error or further steps, + but based on the initial instructions, the main task was to make the tool call. + So the answer should include the tool call and the error response, explaining + that the read operation failed.\n\n\nThe `read_mcp_resource` function + was called with the specified parameters, but the MCP server returned an error: \n**\"resources/read + failed: MCP operation failed during resources/read\"** \n\nThis likely indicates + the resource at `repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml` + does not exist or is inaccessible. Let me know if you''d like to try a different + URI!","type":"output_text"}],"id":"ad3b625206d95b56","role":"assistant","status":"completed","type":"message"}],"previous_response_id":null,"status":"completed","usage":{"input_tokens":843,"input_tokens_details":{"cached_tokens":752},"output_tokens":724,"output_tokens_details":{"reasoning_tokens":585},"total_tokens":1567}},"type":"response.completed"} + + ' + - ' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-unreachable-server-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-unreachable-server-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml new file mode 100644 index 0000000..a2f6e96 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/mcp-read-resource-unreachable-server-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml @@ -0,0 +1,4473 @@ +turns: +- filename: t1 + request: + body: + input: 'You have one MCP resource tool available: read_mcp_resource. The MCP + server label is repo. Call read_mcp_resource exactly once with server repo + and uri repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml. + If the call fails, report the error you received in one sentence.' + max_output_tokens: 1024 + model: Qwen/Qwen3-30B-A3B-FP8 + store: true + stream: true + tool_choice: required + tools: + - name: read_mcp_resource + server_label: repo + server_url: http://192.0.2.1:8000/mcp + type: mcp + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'data: {"response":{"background":false,"created_at":1783949044,"frequency_penalty":0.0,"id":"resp_019f5ba6-2c5a-7e83-be7f-c1fb32957d1f","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":1024,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - ' + + ' + - 'data: {"response":{"background":false,"created_at":1783949044,"frequency_penalty":0.0,"id":"resp_019f5ba6-2c5a-7e83-be7f-c1fb32957d1f","incomplete_details":null,"input_messages":null,"instructions":null,"kv_transfer_params":null,"max_output_tokens":1024,"max_tool_calls":null,"metadata":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[],"output_messages":null,"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"reasoning":null,"service_tier":"auto","status":"in_progress","temperature":0.6,"text":{"format":{"description":null,"name":"tool_calling_response","schema":{"items":{"anyOf":[{"properties":{"name":{"enum":["read_mcp_resource"],"type":"string"},"parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"}},"required":["name","parameters"]}],"type":"object"},"minItems":1,"type":"array"},"strict":true,"type":"json_schema"},"verbosity":null},"tool_choice":"required","tools":[{"defer_loading":null,"description":"Read + a resource by URI from a connected MCP server.","name":"read_mcp_resource","parameters":{"additionalProperties":false,"properties":{"server":{"description":"The + server_label to read from.","type":"string"},"uri":{"description":"The resource + URI to read.","type":"string"}},"required":["server","uri"],"type":"object"},"strict":false,"type":"function"}],"top_logprobs":null,"top_p":0.95,"truncation":"disabled","usage":null,"user":null},"sequence_number":1,"type":"response.in_progress"} + + ' + - ' + + ' + - 'data: {"item":{"content":null,"encrypted_content":null,"id":"a83cc847becfbe40","status":"in_progress","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":2,"type":"response.output_item.added"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"a83cc847becfbe40","output_index":0,"part":{"text":"","type":"reasoning_text"},"sequence_number":3,"type":"response.reasoning_part.added"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"\n","item_id":"a83cc847becfbe40","output_index":0,"sequence_number":4,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"Okay","item_id":"a83cc847becfbe40","output_index":0,"sequence_number":5,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":",","item_id":"a83cc847becfbe40","output_index":0,"sequence_number":6,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" let","item_id":"a83cc847becfbe40","output_index":0,"sequence_number":7,"type":"response.reasoning_text.delta"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":".\n","item_id":"a83cc847becfbe40","output_index":0,"sequence_number":362,"type":"response.reasoning_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"a83cc847becfbe40","output_index":0,"sequence_number":363,"text":"\nOkay, + let''s see. The user wants me to call the read_mcp_resource function once with + the server set to ''repo'' and the URI as ''repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml''. + They also mentioned that if the call fails, I should report the error in one + sentence.\n\nFirst, I need to make sure I understand the function parameters. + The function requires both ''server'' and ''uri'' parameters. The server label + is given as ''repo'', and the URI is provided. So I should structure the tool + call correctly.\n\nWait, the URI starts with ''repo://'', which might be a specific + format the MCP server expects. I should use it as provided. The user specified + to call the function exactly once, so I don''t need to handle retries or anything + else. \n\nI need to check if there are any possible issues. Maybe the server + label ''repo'' is correct? Or perhaps the URI is malformed? But according to + the user''s instruction, I should use those exact values. So I''ll proceed to + generate the tool call with those parameters.\n\nIf the call fails, the user + wants the error reported in one sentence. But since I''m just making the call, + I don''t have the actual error yet. So in the response, if there''s an error, + I''ll need to capture that and present it concisely. But for now, the task is + to make the call. \n\nSo the JSON object should have the name \"read_mcp_resource\" + and the arguments with server \"repo\" and uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + Let me format that properly.\n","type":"response.reasoning_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"a83cc847becfbe40","output_index":0,"part":{"text":"\nOkay, + let''s see. The user wants me to call the read_mcp_resource function once with + the server set to ''repo'' and the URI as ''repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml''. + They also mentioned that if the call fails, I should report the error in one + sentence.\n\nFirst, I need to make sure I understand the function parameters. + The function requires both ''server'' and ''uri'' parameters. The server label + is given as ''repo'', and the URI is provided. So I should structure the tool + call correctly.\n\nWait, the URI starts with ''repo://'', which might be a specific + format the MCP server expects. I should use it as provided. The user specified + to call the function exactly once, so I don''t need to handle retries or anything + else. \n\nI need to check if there are any possible issues. Maybe the server + label ''repo'' is correct? Or perhaps the URI is malformed? But according to + the user''s instruction, I should use those exact values. So I''ll proceed to + generate the tool call with those parameters.\n\nIf the call fails, the user + wants the error reported in one sentence. But since I''m just making the call, + I don''t have the actual error yet. So in the response, if there''s an error, + I''ll need to capture that and present it concisely. But for now, the task is + to make the call. \n\nSo the JSON object should have the name \"read_mcp_resource\" + and the arguments with server \"repo\" and uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + Let me format that properly.\n","type":"reasoning_text"},"sequence_number":364,"type":"response.reasoning_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"text":"\nOkay, let''s see. The user wants me to + call the read_mcp_resource function once with the server set to ''repo'' and + the URI as ''repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml''. + They also mentioned that if the call fails, I should report the error in one + sentence.\n\nFirst, I need to make sure I understand the function parameters. + The function requires both ''server'' and ''uri'' parameters. The server label + is given as ''repo'', and the URI is provided. So I should structure the tool + call correctly.\n\nWait, the URI starts with ''repo://'', which might be a specific + format the MCP server expects. I should use it as provided. The user specified + to call the function exactly once, so I don''t need to handle retries or anything + else. \n\nI need to check if there are any possible issues. Maybe the server + label ''repo'' is correct? Or perhaps the URI is malformed? But according to + the user''s instruction, I should use those exact values. So I''ll proceed to + generate the tool call with those parameters.\n\nIf the call fails, the user + wants the error reported in one sentence. But since I''m just making the call, + I don''t have the actual error yet. So in the response, if there''s an error, + I''ll need to capture that and present it concisely. 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' + + ' + - 'data: {"content_index":0,"delta":" it","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":302,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" exactly","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":303,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" once","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":304,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":305,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" So","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":306,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" the","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":307,"type":"response.output_text.delta"} + + ' + - 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' + + ' + - 'data: {"content_index":0,"delta":" message","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":314,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".\n","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":315,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":316,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"\n\n","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":317,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"The","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":318,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" call","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":319,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" to","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":320,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" read","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":321,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"_m","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":322,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"cp","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":323,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"_resource","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":324,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" failed","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":325,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" because","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":326,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" the","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":327,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" specified","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":328,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" MCP","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":329,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" server","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":330,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" \"","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":331,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"repo","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":332,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":"\"","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":333,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" is","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":334,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":" unknown","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":335,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"delta":".","item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":336,"type":"response.output_text.delta"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"946106c32a051d32","logprobs":[],"output_index":0,"sequence_number":337,"text":"\nOkay, + the user told me to call the read_mcp_resource function with server ''repo'' + and a specific URI. I did that, but the response was an error: \"unknown MCP + server: repo\". Hmm, so the server label ''repo'' isn''t recognized. Maybe the + actual server name is different? Like maybe ''crates'' instead of ''repo''? + Or perhaps there''s a typo in the server label.\n\nWait, the user provided the + server label as ''repo'', but the error says the MCP server ''repo'' is unknown. + That means the configuration for the server ''repo'' isn''t set up correctly + or doesn''t exist. The URI they gave starts with ''repo://'', which might be + part of the resource path, but the server label is separate. \n\nI need to check + if the server label ''repo'' is correct. If the user intended to use a different + server, like ''crates'' or another label, that would be the issue. But according + to the instructions, I should use ''repo'' as the server. Since the error occurred, + I should report it as per the user''s request. \n\nThe user also mentioned that + if the call fails, I should report the error in one sentence. The error received + was \"unknown MCP server: repo\". So the answer should state that the call failed + because the server ''repo'' is unknown. I shouldn''t make assumptions beyond + that unless told to try alternatives, but the user said to call it exactly once. + So the final response is just the error message.\n\n\nThe call to read_mcp_resource + failed because the specified MCP server \"repo\" is unknown.","type":"response.output_text.done"} + + ' + - ' + + ' + - 'data: {"content_index":0,"item_id":"946106c32a051d32","output_index":0,"part":{"annotations":[],"logprobs":null,"text":"\nOkay, + the user told me to call the read_mcp_resource function with server ''repo'' + and a specific URI. I did that, but the response was an error: \"unknown MCP + server: repo\". Hmm, so the server label ''repo'' isn''t recognized. Maybe the + actual server name is different? Like maybe ''crates'' instead of ''repo''? + Or perhaps there''s a typo in the server label.\n\nWait, the user provided the + server label as ''repo'', but the error says the MCP server ''repo'' is unknown. + That means the configuration for the server ''repo'' isn''t set up correctly + or doesn''t exist. The URI they gave starts with ''repo://'', which might be + part of the resource path, but the server label is separate. \n\nI need to check + if the server label ''repo'' is correct. If the user intended to use a different + server, like ''crates'' or another label, that would be the issue. But according + to the instructions, I should use ''repo'' as the server. Since the error occurred, + I should report it as per the user''s request. \n\nThe user also mentioned that + if the call fails, I should report the error in one sentence. The error received + was \"unknown MCP server: repo\". So the answer should state that the call failed + because the server ''repo'' is unknown. I shouldn''t make assumptions beyond + that unless told to try alternatives, but the user said to call it exactly once. + So the final response is just the error message.\n\n\nThe call to read_mcp_resource + failed because the specified MCP server \"repo\" is unknown.","type":"output_text"},"sequence_number":338,"type":"response.content_part.done"} + + ' + - ' + + ' + - 'data: {"item":{"content":[{"annotations":[],"logprobs":null,"text":"\nOkay, + the user told me to call the read_mcp_resource function with server ''repo'' + and a specific URI. I did that, but the response was an error: \"unknown MCP + server: repo\". Hmm, so the server label ''repo'' isn''t recognized. Maybe the + actual server name is different? Like maybe ''crates'' instead of ''repo''? + Or perhaps there''s a typo in the server label.\n\nWait, the user provided the + server label as ''repo'', but the error says the MCP server ''repo'' is unknown. + That means the configuration for the server ''repo'' isn''t set up correctly + or doesn''t exist. The URI they gave starts with ''repo://'', which might be + part of the resource path, but the server label is separate. \n\nI need to check + if the server label ''repo'' is correct. If the user intended to use a different + server, like ''crates'' or another label, that would be the issue. But according + to the instructions, I should use ''repo'' as the server. Since the error occurred, + I should report it as per the user''s request. \n\nThe user also mentioned that + if the call fails, I should report the error in one sentence. The error received + was \"unknown MCP server: repo\". So the answer should state that the call failed + because the server ''repo'' is unknown. I shouldn''t make assumptions beyond + that unless told to try alternatives, but the user said to call it exactly once. + So the final response is just the error message.\n\n\nThe call to read_mcp_resource + failed because the specified MCP server \"repo\" is unknown.","type":"output_text"}],"id":"946106c32a051d32","phase":null,"role":"assistant","status":"completed","summary":[],"type":"message"},"output_index":0,"sequence_number":339,"type":"response.output_item.done"} + + ' + - ' + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1783949049,"error":null,"id":"resp_019f5ba6-2c5a-7e83-be7f-c1fb32957d1f","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3-30B-A3B-FP8","object":"response","output":[{"content":[{"text":"\nOkay, + let''s see. The user wants me to call the read_mcp_resource function once with + the server set to ''repo'' and the URI as ''repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml''. + They also mentioned that if the call fails, I should report the error in one + sentence.\n\nFirst, I need to make sure I understand the function parameters. + The function requires both ''server'' and ''uri'' parameters. The server label + is given as ''repo'', and the URI is provided. So I should structure the tool + call correctly.\n\nWait, the URI starts with ''repo://'', which might be a specific + format the MCP server expects. I should use it as provided. The user specified + to call the function exactly once, so I don''t need to handle retries or anything + else. \n\nI need to check if there are any possible issues. Maybe the server + label ''repo'' is correct? Or perhaps the URI is malformed? But according to + the user''s instruction, I should use those exact values. So I''ll proceed to + generate the tool call with those parameters.\n\nIf the call fails, the user + wants the error reported in one sentence. But since I''m just making the call, + I don''t have the actual error yet. So in the response, if there''s an error, + I''ll need to capture that and present it concisely. But for now, the task is + to make the call. \n\nSo the JSON object should have the name \"read_mcp_resource\" + and the arguments with server \"repo\" and uri \"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml\". + Let me format that properly.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"a83cc847becfbe40","status":null,"summary":[],"type":"reasoning"},{"arguments":{"server":"repo","uri":"repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"},"error":"unknown + MCP server: repo","id":"mcp_9b0426872731f65e","server":"repo","status":"failed","tool":"read_mcp_resource","type":"mcp_tool_call"},{"content":[{"annotations":[],"text":"\nOkay, + the user told me to call the read_mcp_resource function with server ''repo'' + and a specific URI. I did that, but the response was an error: \"unknown MCP + server: repo\". Hmm, so the server label ''repo'' isn''t recognized. Maybe the + actual server name is different? Like maybe ''crates'' instead of ''repo''? + Or perhaps there''s a typo in the server label.\n\nWait, the user provided the + server label as ''repo'', but the error says the MCP server ''repo'' is unknown. + That means the configuration for the server ''repo'' isn''t set up correctly + or doesn''t exist. The URI they gave starts with ''repo://'', which might be + part of the resource path, but the server label is separate. \n\nI need to check + if the server label ''repo'' is correct. If the user intended to use a different + server, like ''crates'' or another label, that would be the issue. But according + to the instructions, I should use ''repo'' as the server. Since the error occurred, + I should report it as per the user''s request. \n\nThe user also mentioned that + if the call fails, I should report the error in one sentence. The error received + was \"unknown MCP server: repo\". So the answer should state that the call failed + because the server ''repo'' is unknown. I shouldn''t make assumptions beyond + that unless told to try alternatives, but the user said to call it exactly once. + So the final response is just the error message.\n\n\nThe call to read_mcp_resource + failed because the specified MCP server \"repo\" is unknown.","type":"output_text"}],"id":"946106c32a051d32","role":"assistant","status":"completed","type":"message"}],"previous_response_id":null,"status":"completed","usage":{"input_tokens":992,"input_tokens_details":{"cached_tokens":912},"output_tokens":745,"output_tokens_details":{"reasoning_tokens":670},"total_tokens":1737}},"type":"response.completed"} + + ' + - ' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/mcp/tools.json b/crates/agentic-server-core/tests/cassettes/mcp/tools.json new file mode 100644 index 0000000..85ae12d --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/mcp/tools.json @@ -0,0 +1,8 @@ +[ + { + "type": "mcp", + "name": "read_mcp_resource", + "server_label": "repo", + "server_url": "http://localhost:8000/mcp" + } +] diff --git a/crates/agentic-server-core/tests/cassettes/record_cassette.py b/crates/agentic-server-core/tests/cassettes/record_cassette.py index 637a97c..7ccba27 100644 --- a/crates/agentic-server-core/tests/cassettes/record_cassette.py +++ b/crates/agentic-server-core/tests/cassettes/record_cassette.py @@ -7,7 +7,7 @@ Wiring: - [this script] → [embedded proxy:] → [OpenAI API | vLLM] + [this script] → [embedded proxy:] → [OpenAI API | vLLM | gateway] (cassette recorded here) Modes: @@ -18,7 +18,7 @@ mixed Creates a conversation; turn 1 uses conversation id, turns 2+ switch to previous_response_id only (drops conversation id). responses No conversation created. Chains turns purely via - previous_response_id. Supports --openai and --vllm backends. + previous_response_id. Supports --openai, --vllm, and --gateway backends. Usage: python tests/cassettes/record_cassette.py --turns 2 --no-stream --output path/to/cassette.yaml @@ -29,6 +29,7 @@ python tests/cassettes/record_cassette.py --turns 2 --mode responses --vllm http://localhost:8000 --model Qwen/Qwen3-30B-A3B-FP8 --no-stream --output path/to/cassette.yaml python tests/cassettes/record_cassette.py --turns 2 --mode responses --transport websocket --vllm http://localhost:3018 --model Qwen/Qwen3.6-35B-A3B --output path/to/ws-cassette.yaml python tests/cassettes/record_cassette.py --turns 2 --mode responses --vllm http://localhost:8000 --model Qwen/Qwen3-30B-A3B-FP8 --max-output-tokens 1024 --no-stream --output path/to/cassette.yaml + python tests/cassettes/record_cassette.py --turns 1 --mode responses --gateway http://localhost:9000 --model Qwen/Qwen3-30B-A3B-FP8 --no-stream --output path/to/cassette.yaml """ import base64 @@ -954,6 +955,13 @@ def run_responses( default=None, help="vLLM upstream URL, e.g. http://localhost:8000 (responses mode only, no auth).", ) +@click.option( + "--gateway", + "gateway_url", + metavar="URL", + default=None, + help="agentic-api gateway URL, e.g. http://localhost:9000 (no auth).", +) @click.option( "--tools", "tools_file", @@ -999,6 +1007,7 @@ def main( proxy_port: int, openai_url: str | None, vllm_url: str | None, + gateway_url: str | None, tools_file: str | None, tool_choice_raw: str | None, tool_outputs_file: str | None, @@ -1016,8 +1025,9 @@ def main( (bf, branch_turn_number[i] if i < len(branch_turn_number) else None) for i, bf in enumerate(branch_from) ] - if vllm_url and openai_url: - raise click.UsageError("--openai and --vllm are mutually exclusive.") + backend_count = sum(bool(url) for url in (openai_url, vllm_url, gateway_url)) + if backend_count > 1: + raise click.UsageError("--openai, --vllm, and --gateway are mutually exclusive.") if vllm_url and mode != "responses": raise click.UsageError( f"--vllm is only supported with --mode responses (got --mode {mode})." @@ -1052,7 +1062,11 @@ def main( raise click.UsageError("--tool-outputs file must contain a JSON object (name -> output string).") click.echo(f"Tool outputs: {list(tool_outputs.keys())}") - if vllm_url: + if gateway_url: + target = gateway_url.rstrip("/") + headers = {} + backend_label = f"Gateway: {target}" + elif vllm_url: target = vllm_url.rstrip("/") headers: dict = {} backend_label = f"vLLM: {target}" diff --git a/crates/agentic-server-core/tests/cassettes/record_mcp_cassettes.sh b/crates/agentic-server-core/tests/cassettes/record_mcp_cassettes.sh new file mode 100755 index 0000000..bc754fe --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/record_mcp_cassettes.sh @@ -0,0 +1,231 @@ +#!/usr/bin/env bash +# record_mcp_cassettes.sh +# +# Records MCP gateway tool cassettes through tests/cassettes/record_cassette.py. +# +# This records the gateway-facing MCP request: +# - the request includes {"type":"mcp","name":"read_mcp_resource"} +# - the gateway normalizes that to the model-facing function tool +# - the gateway executor runs the MCP tool loop and records the final response +# +# Records five single-turn cassettes: +# - happy path, non-streaming and streaming +# - unhappy path: server_url fails the SSRF host allowlist ("unknown MCP +# server", no connection attempted) +# - unhappy path: server_url is loopback but nothing is listening +# ("failed to connect") +# - unhappy path: the MCP server is reachable but the resource URI does +# not exist (resources/read fails) +# +# Prerequisites: +# - agentic-api gateway running at GATEWAY_URL +# - gateway upstream model has tool-call support +# - gateway has an MCP server named MCP_SERVER_LABEL rooted at the agentic-api +# repository, so it can serve the repo-relative MCP_RESOURCE_URI below. +# +# Usage: +# bash crates/agentic-server-core/tests/cassettes/record_mcp_cassettes.sh +# MCP_SERVER_URL=http://localhost:8000/mcp GATEWAY_URL=http://localhost:9000 MODEL=Qwen/Qwen3-30B-A3B-FP8 bash crates/agentic-server-core/tests/cassettes/record_mcp_cassettes.sh + +set -euo pipefail + +SCRIPTS_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +REPO_ROOT="$(cd "$SCRIPTS_DIR/../../../.." && pwd)" +BASE_DIR="$SCRIPTS_DIR/mcp" +TOOLS_FILE="$BASE_DIR/tools.json" +GATEWAY_URL="${GATEWAY_URL:-http://localhost:9000}" +MODEL="${MODEL:-Qwen/Qwen3-30B-A3B-FP8}" +MODEL_SLUG="$(echo "$MODEL" | tr '/: ' '---')" +MCP_SERVER_LABEL="${MCP_SERVER_LABEL:-repo}" +MCP_SERVER_URL="${MCP_SERVER_URL:-http://localhost:8000/mcp}" +# Deliberately unroutable (RFC 5737 TEST-NET-1) — rejected by the gateway's +# SSRF host allowlist before any connection is attempted, so the tool call +# fails with "unknown MCP server", not a connection error. +MCP_UNREACHABLE_SERVER_URL="${MCP_UNREACHABLE_SERVER_URL:-http://192.0.2.1:8000/mcp}" +# Loopback (passes the allowlist) but nothing listens on this port, so the +# gateway actually attempts to connect and fails with a real connection +# error — "MCP server '{label}' failed to connect: {error}". +MCP_CONNECTION_REFUSED_SERVER_URL="${MCP_CONNECTION_REFUSED_SERVER_URL:-http://127.0.0.1:1/mcp}" +MCP_RESOURCE_URI="${MCP_RESOURCE_URI:-repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml}" +MCP_MISSING_RESOURCE_URI="${MCP_MISSING_RESOURCE_URI:-repo://crates/agentic-server-core/tests/cassettes/mcp/does-not-exist.yaml}" +NONSTREAMING_OUTPUT="$BASE_DIR/mcp-read-resource-${MODEL_SLUG}-nonstreaming.yaml" +STREAMING_OUTPUT="$BASE_DIR/mcp-read-resource-${MODEL_SLUG}-streaming.yaml" +UNREACHABLE_SERVER_OUTPUT="$BASE_DIR/mcp-read-resource-unreachable-server-${MODEL_SLUG}-streaming.yaml" +CONNECTION_REFUSED_OUTPUT="$BASE_DIR/mcp-read-resource-connection-refused-${MODEL_SLUG}-streaming.yaml" +MISSING_RESOURCE_OUTPUT="$BASE_DIR/mcp-read-resource-missing-resource-${MODEL_SLUG}-streaming.yaml" +REPO_PLACEHOLDER="" + +green() { printf '\033[32m%s\033[0m\n' "$*"; } +bold() { printf '\033[1m%s\033[0m\n' "$*"; } + +sanitize_cassette() { + local file="$1" + perl -0pi -e "s|\\Q$REPO_ROOT\\E|$REPO_PLACEHOLDER|g" "$file" +} + +# Writes the single reusable tools.json, pointed at whichever server_url the +# scenario needs (real server for happy-path/missing-resource, a bad URL for +# the unreachable/connection-refused unhappy paths). +write_tools_file() { + local server_url="$1" + cat > "$TOOLS_FILE" <&2 + exit 1 +fi + +write_tools_file "$MCP_SERVER_URL" + +PROMPT="You have one MCP resource tool available: read_mcp_resource. The MCP server label is ${MCP_SERVER_LABEL}. Call read_mcp_resource exactly once with server ${MCP_SERVER_LABEL} and uri ${MCP_RESOURCE_URI}. Then summarize the gpt_oss_web_search_nonstreaming.yaml cassette in 2-3 sentences and mention that read_mcp_resource was used." + +bold "Gateway: $GATEWAY_URL" +bold "Model: $MODEL" +bold "Tools: $TOOLS_FILE" +bold "Server: $MCP_SERVER_LABEL" +bold "URL: $MCP_SERVER_URL" +bold "URI: $MCP_RESOURCE_URI" +echo + +bold "═══════════════════════════════════════════════════════════════" +bold "MCP cassette — read_mcp_resource, non-streaming" +bold "Expected model behavior:" +bold " 1. Call read_mcp_resource exactly once with server=$MCP_SERVER_LABEL" +bold " 2. Use uri=$MCP_RESOURCE_URI" +bold " 3. Summarize the gateway-executed MCP resource output" +bold "═══════════════════════════════════════════════════════════════" +echo + +printf '%s\n' "$PROMPT" \ +| python "$SCRIPTS_DIR/record_cassette.py" \ + --mode responses \ + --turns 1 \ + --no-stream \ + --model "$MODEL" \ + --gateway "$GATEWAY_URL" \ + --tools "$TOOLS_FILE" \ + --tool-choice "required" \ + --output "$NONSTREAMING_OUTPUT" + +sanitize_cassette "$NONSTREAMING_OUTPUT" +green "✓ MCP cassette recorded -> $NONSTREAMING_OUTPUT" + +echo +bold "═══════════════════════════════════════════════════════════════" +bold "MCP cassette — read_mcp_resource, streaming" +bold "═══════════════════════════════════════════════════════════════" +echo + +printf '%s\n' "$PROMPT" \ +| python "$SCRIPTS_DIR/record_cassette.py" \ + --mode responses \ + --turns 1 \ + --stream \ + --model "$MODEL" \ + --gateway "$GATEWAY_URL" \ + --tools "$TOOLS_FILE" \ + --tool-choice "required" \ + --output "$STREAMING_OUTPUT" + +sanitize_cassette "$STREAMING_OUTPUT" +green "✓ MCP cassette recorded -> $STREAMING_OUTPUT" + +echo +bold "═══════════════════════════════════════════════════════════════" +bold "MCP cassette — read_mcp_resource, unreachable server (unhappy path)" +bold "Expected model behavior:" +bold " 1. Call read_mcp_resource with server=$MCP_SERVER_LABEL" +bold " 2. server_url fails the gateway's SSRF host allowlist, so no" +bold " connection is even attempted" +bold " 3. The model receives an \"unknown MCP server\" error and reports it" +bold "═══════════════════════════════════════════════════════════════" +echo + +write_tools_file "$MCP_UNREACHABLE_SERVER_URL" + +UNREACHABLE_PROMPT="You have one MCP resource tool available: read_mcp_resource. The MCP server label is ${MCP_SERVER_LABEL}. Call read_mcp_resource exactly once with server ${MCP_SERVER_LABEL} and uri ${MCP_RESOURCE_URI}. If the call fails, report the error you received in one sentence." + +printf '%s\n' "$UNREACHABLE_PROMPT" \ +| python "$SCRIPTS_DIR/record_cassette.py" \ + --mode responses \ + --turns 1 \ + --stream \ + --model "$MODEL" \ + --gateway "$GATEWAY_URL" \ + --tools "$TOOLS_FILE" \ + --tool-choice "required" \ + --output "$UNREACHABLE_SERVER_OUTPUT" + +sanitize_cassette "$UNREACHABLE_SERVER_OUTPUT" +green "✓ MCP cassette recorded -> $UNREACHABLE_SERVER_OUTPUT" + +echo +bold "═══════════════════════════════════════════════════════════════" +bold "MCP cassette — read_mcp_resource, connection refused (unhappy path)" +bold "Expected model behavior:" +bold " 1. Call read_mcp_resource with server=$MCP_SERVER_LABEL" +bold " 2. server_url is loopback (passes the allowlist) but nothing is" +bold " listening, so the gateway's connection attempt itself fails" +bold " 3. The model receives a \"failed to connect\" error and reports it" +bold "═══════════════════════════════════════════════════════════════" +echo + +write_tools_file "$MCP_CONNECTION_REFUSED_SERVER_URL" + +CONNECTION_REFUSED_PROMPT="You have one MCP resource tool available: read_mcp_resource. The MCP server label is ${MCP_SERVER_LABEL}. Call read_mcp_resource exactly once with server ${MCP_SERVER_LABEL} and uri ${MCP_RESOURCE_URI}. If the call fails, report the error you received in one sentence." + +printf '%s\n' "$CONNECTION_REFUSED_PROMPT" \ +| python "$SCRIPTS_DIR/record_cassette.py" \ + --mode responses \ + --turns 1 \ + --stream \ + --model "$MODEL" \ + --gateway "$GATEWAY_URL" \ + --tools "$TOOLS_FILE" \ + --tool-choice "required" \ + --output "$CONNECTION_REFUSED_OUTPUT" + +sanitize_cassette "$CONNECTION_REFUSED_OUTPUT" +green "✓ MCP cassette recorded -> $CONNECTION_REFUSED_OUTPUT" + +echo +bold "═══════════════════════════════════════════════════════════════" +bold "MCP cassette — read_mcp_resource, missing resource (unhappy path)" +bold "Expected model behavior:" +bold " 1. Call read_mcp_resource with server=$MCP_SERVER_LABEL" +bold " 2. The MCP server connects fine but resources/read fails —" +bold " $MCP_MISSING_RESOURCE_URI does not exist" +bold " 3. The model receives a resource-not-found error and reports it" +bold "═══════════════════════════════════════════════════════════════" +echo + +write_tools_file "$MCP_SERVER_URL" + +MISSING_RESOURCE_PROMPT="You have one MCP resource tool available: read_mcp_resource. The MCP server label is ${MCP_SERVER_LABEL}. Call read_mcp_resource exactly once with server ${MCP_SERVER_LABEL} and uri ${MCP_MISSING_RESOURCE_URI}." + +printf '%s\n' "$MISSING_RESOURCE_PROMPT" \ +| python "$SCRIPTS_DIR/record_cassette.py" \ + --mode responses \ + --turns 1 \ + --stream \ + --model "$MODEL" \ + --gateway "$GATEWAY_URL" \ + --tools "$TOOLS_FILE" \ + --tool-choice "required" \ + --max-output-tokens 4096 \ + --output "$MISSING_RESOURCE_OUTPUT" + +sanitize_cassette "$MISSING_RESOURCE_OUTPUT" +green "✓ MCP cassette recorded -> $MISSING_RESOURCE_OUTPUT" diff --git a/crates/agentic-server-core/tests/mcp_tool_test.rs b/crates/agentic-server-core/tests/mcp_tool_test.rs new file mode 100644 index 0000000..812434d --- /dev/null +++ b/crates/agentic-server-core/tests/mcp_tool_test.rs @@ -0,0 +1,282 @@ +use agentic_core::executor::accumulator::ResponseAccumulator; +use agentic_core::types::io::OutputItem; + +mod support; + +const MCP_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/mcp"); +const READ_RESOURCE_URI: &str = + "repo://crates/agentic-server-core/tests/cassettes/web_search/gpt_oss_web_search_nonstreaming.yaml"; + +fn load_mcp_cassette(filename: &str) -> support::Cassette { + let path = format!("{MCP_DIR}/{filename}"); + support::load_cassette(&path) +} + +fn extract_data_lines(sse_entries: &[String]) -> Vec { + sse_entries + .iter() + .flat_map(|entry| entry.lines()) + .filter(|line| line.starts_with("data: ")) + .map(ToString::to_string) + .collect() +} + +fn count_function_calls(output: &[OutputItem]) -> usize { + output + .iter() + .filter(|item| matches!(item, OutputItem::FunctionCall(_))) + .count() +} + +fn has_reasoning(output: &[OutputItem]) -> bool { + output.iter().any(|item| matches!(item, OutputItem::Reasoning(_))) +} + +fn assert_loopback_mcp_url(value: &str) { + let url = reqwest::Url::parse(value).expect("server_url should be a valid URL"); + assert_eq!(url.scheme(), "http"); + assert_eq!(url.path(), "/mcp"); + assert!( + matches!(url.host_str(), Some("localhost" | "127.0.0.1" | "::1")), + "server_url should point at a loopback MCP server, got {value}" + ); +} + +fn process_nonstreaming_turn(cassette: &support::Cassette, turn_idx: usize, model: &str) -> Vec { + let body = cassette.turns[turn_idx] + .response + .body + .as_ref() + .unwrap_or_else(|| panic!("turn {} must have response body", turn_idx + 1)); + let body_str = serde_json::to_string(body).unwrap(); + let acc = ResponseAccumulator::from_json(&body_str, None).unwrap(); + let payload = acc.finalize(model, None, None); + assert_eq!(payload.status, "completed"); + payload.output +} + +fn process_streaming_turn(cassette: &support::Cassette, turn_idx: usize, model: &str) -> Vec { + let sse = cassette.turns[turn_idx] + .response + .sse + .as_ref() + .unwrap_or_else(|| panic!("turn {} must have SSE events", turn_idx + 1)); + let data_lines = extract_data_lines(sse); + assert!( + !data_lines.is_empty(), + "streaming turn {} must have SSE data lines", + turn_idx + 1 + ); + let final_payload = data_lines + .iter() + .rev() + .filter_map(|line| line.strip_prefix("data: ")) + .filter(|data| *data != "[DONE]") + .filter_map(|data| serde_json::from_str::(data).ok()) + .filter_map(|event| event.get("response").cloned()) + .find(|response| response["status"].as_str() == Some("completed") && response["output"].is_array()) + .unwrap_or_else(|| panic!("turn {} must include a completed final response payload", turn_idx + 1)); + let final_payload = serde_json::to_string(&final_payload).unwrap(); + let acc = ResponseAccumulator::from_json(&final_payload, None).unwrap(); + let payload = acc.finalize(model, None, None); + assert_eq!(payload.status, "completed"); + payload.output +} + +fn assert_completed_read_mcp_resource(output: &[OutputItem]) { + assert_eq!( + count_function_calls(output), + 0, + "raw read_mcp_resource function call should not leak" + ); + let mcp_call = output + .iter() + .find_map(|item| match item { + OutputItem::McpToolCall(call) if call.status.as_str() == "completed" => Some(call), + _ => None, + }) + .expect("cassette output should include a completed mcp_tool_call item"); + assert_eq!(mcp_call.status.as_str(), "completed"); + assert_eq!(mcp_call.server, "repo"); + assert_eq!(mcp_call.tool, "read_mcp_resource"); + assert_eq!(mcp_call.arguments["server"], "repo"); + assert_eq!(mcp_call.arguments["uri"], READ_RESOURCE_URI); + + let result = mcp_call.result.as_ref().expect("mcp tool call should include a result"); + let text = result["contents"][0]["text"] + .as_str() + .expect("read_mcp_resource result should include text content"); + assert!(text.contains("web_search_preview")); + assert!(text.contains("Potato - Wikipedia")); + assert!( + output.iter().any(|item| matches!(item, OutputItem::Message(_))), + "cassette output should include a final assistant message" + ); +} + +#[test] +fn read_mcp_resource_cassette_nonstreaming() { + let cassette = load_mcp_cassette("mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-nonstreaming.yaml"); + assert_eq!(cassette.turns.len(), 1); + let body = &cassette.turns[0].request.body; + let tool = &body.tools[0]; + assert_eq!(tool["type"].as_str().unwrap(), "mcp"); + assert_eq!(tool["name"].as_str().unwrap(), "read_mcp_resource"); + assert_eq!(tool["server_label"].as_str().unwrap(), "repo"); + assert_loopback_mcp_url(tool["server_url"].as_str().unwrap()); + assert_eq!(body.tool_choice.as_ref().unwrap().as_str().unwrap(), "required"); + + let output = process_nonstreaming_turn(&cassette, 0, "Qwen/Qwen3-30B-A3B-FP8"); + assert!( + has_reasoning(&output), + "mcp read_resource cassette should include reasoning" + ); + assert_completed_read_mcp_resource(&output); +} + +#[test] +fn read_mcp_resource_cassette_streaming_success_events() { + let cassette = load_mcp_cassette("mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml"); + assert_eq!(cassette.turns.len(), 1); + let body = &cassette.turns[0].request.body; + assert_eq!(body.tools[0]["type"].as_str().unwrap(), "mcp"); + + let sse = cassette.turns[0] + .response + .sse + .as_ref() + .expect("streaming cassette should include SSE events"); + let data_lines = extract_data_lines(sse); + let events: Vec = data_lines + .iter() + .filter_map(|line| line.strip_prefix("data: ")) + .filter(|data| *data != "[DONE]") + .filter_map(|data| serde_json::from_str(data).ok()) + .collect(); + let event_types: Vec<&str> = events.iter().filter_map(|event| event["type"].as_str()).collect(); + assert!( + !event_types.contains(&"response.error") && !event_types.contains(&"response.failed"), + "streaming MCP cassette must record a successful tool loop" + ); + assert!(event_types.contains(&"response.output_item.added")); + assert!(event_types.contains(&"response.mcp_tool_call.in_progress")); + assert!(event_types.contains(&"response.mcp_tool_call.completed")); + assert!(event_types.contains(&"response.output_item.done")); + assert!( + events + .iter() + .filter_map(|event| event.get("response")) + .any(|response| response["status"].as_str() == Some("completed") && response["output"].is_array()), + "streaming MCP cassette should include a completed final response payload" + ); + + let output = process_streaming_turn(&cassette, 0, "Qwen/Qwen3-30B-A3B-FP8"); + assert_completed_read_mcp_resource(&output); +} + +/// Asserts the cassette's `read_mcp_resource` call failed with an error +/// message containing `expected_error_fragment`, and that the request still +/// completes (the failure is fed back to the model, not surfaced as a +/// whole-request error). +fn assert_failed_read_mcp_resource(output: &[OutputItem], expected_error_fragment: &str) { + assert_eq!( + count_function_calls(output), + 0, + "raw read_mcp_resource function call should not leak" + ); + let mcp_call = output + .iter() + .find_map(|item| match item { + OutputItem::McpToolCall(call) => Some(call), + _ => None, + }) + .expect("cassette output should include a mcp_tool_call item"); + assert_eq!(mcp_call.status.as_str(), "failed"); + assert_eq!(mcp_call.server, "repo"); + assert_eq!(mcp_call.tool, "read_mcp_resource"); + assert!( + mcp_call.result.is_none(), + "a failed mcp_tool_call should not carry a result" + ); + let error = mcp_call + .error + .as_deref() + .expect("failed mcp_tool_call should carry an error message"); + assert!( + error.contains(expected_error_fragment), + "expected error to contain '{expected_error_fragment}', got: {error}" + ); + assert!( + output.iter().any(|item| matches!(item, OutputItem::Message(_))), + "cassette output should still include a final assistant message reporting the failure" + ); +} + +/// Loads a single-turn streaming MCP cassette, asserts its SSE stream is a +/// well-formed failed-tool-call loop (not a whole-request error), and +/// returns the finalized output for failure-specific assertions. +fn load_and_process_failed_streaming_cassette(filename: &str) -> Vec { + let cassette = load_mcp_cassette(filename); + assert_eq!(cassette.turns.len(), 1); + let body = &cassette.turns[0].request.body; + assert_eq!(body.tools[0]["type"].as_str().unwrap(), "mcp"); + + let sse = cassette.turns[0] + .response + .sse + .as_ref() + .expect("streaming cassette should include SSE events"); + let data_lines = extract_data_lines(sse); + let events: Vec = data_lines + .iter() + .filter_map(|line| line.strip_prefix("data: ")) + .filter(|data| *data != "[DONE]") + .filter_map(|data| serde_json::from_str(data).ok()) + .collect(); + let event_types: Vec<&str> = events.iter().filter_map(|event| event["type"].as_str()).collect(); + assert!( + !event_types.contains(&"response.error") && !event_types.contains(&"response.failed"), + "a failed tool call must not surface as a whole-request error" + ); + assert!(event_types.contains(&"response.mcp_tool_call.in_progress")); + assert!(event_types.contains(&"response.mcp_tool_call.completed")); + assert!( + events + .iter() + .filter_map(|event| event.get("response")) + .any(|response| response["status"].as_str() == Some("completed") && response["output"].is_array()), + "streaming MCP cassette should include a completed final response payload" + ); + + process_streaming_turn(&cassette, 0, "Qwen/Qwen3-30B-A3B-FP8") +} + +/// Unhappy path: `server_url` fails the gateway's SSRF host allowlist, so no +/// connection is ever attempted. +#[test] +fn read_mcp_resource_cassette_unreachable_server() { + let output = load_and_process_failed_streaming_cassette( + "mcp-read-resource-unreachable-server-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml", + ); + assert_failed_read_mcp_resource(&output, "unknown MCP server"); +} + +/// Unhappy path: `server_url` is loopback (passes the allowlist) but nothing +/// is listening, so the gateway's connection attempt itself fails. +#[test] +fn read_mcp_resource_cassette_connection_refused() { + let output = load_and_process_failed_streaming_cassette( + "mcp-read-resource-connection-refused-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml", + ); + assert_failed_read_mcp_resource(&output, "failed to connect"); +} + +/// Unhappy path: the MCP server connects fine but `resources/read` fails +/// because the requested URI does not exist. +#[test] +fn read_mcp_resource_cassette_missing_resource() { + let output = load_and_process_failed_streaming_cassette( + "mcp-read-resource-missing-resource-Qwen-Qwen3-30B-A3B-FP8-streaming.yaml", + ); + assert_failed_read_mcp_resource(&output, "resources/read failed"); +} diff --git a/crates/agentic-server-core/tests/support/mod.rs b/crates/agentic-server-core/tests/support/mod.rs index 85764cf..61c0183 100644 --- a/crates/agentic-server-core/tests/support/mod.rs +++ b/crates/agentic-server-core/tests/support/mod.rs @@ -50,6 +50,10 @@ pub struct TurnBody { pub store: bool, #[serde(default)] pub stream: bool, + #[serde(default)] + pub tools: Vec, + #[serde(default)] + pub tool_choice: Option, } fn default_true() -> bool { @@ -412,6 +416,7 @@ pub fn output_text(payload: &ResponsePayload) -> String { OutputItem::Message(msg) => Some(msg.content.iter().map(|c| c.text.as_str()).collect::()), OutputItem::FunctionCall(_) | OutputItem::WebSearchCall(_) + | OutputItem::McpToolCall(_) | OutputItem::Reasoning(_) | OutputItem::Unknown => None, }) diff --git a/crates/agentic-server-core/tests/tool_normalization_test.rs b/crates/agentic-server-core/tests/tool_normalization_test.rs index 846775c..772f5f1 100644 --- a/crates/agentic-server-core/tests/tool_normalization_test.rs +++ b/crates/agentic-server-core/tests/tool_normalization_test.rs @@ -7,13 +7,16 @@ use serde::Deserialize; use serde_json::Value; use agentic_core::executor::RequestContext; -use agentic_core::tool::{CodexNamespaceHandler, ToolRegistry, ToolType, model_visible_namespace_member_name}; +use agentic_core::tool::{ + CodexNamespaceHandler, GatewayExecutors, ToolRegistry, ToolType, model_visible_namespace_member_name, +}; use agentic_core::types::request_response::RequestPayload; use agentic_core::types::tools::ResponsesTool; use agentic_core::utils::common::serialize_to_string; const MULTI_TURN_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/tool_calls/multi_turn"); const CODEX_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/codex"); +const MCP_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/mcp"); const CODEX_CASSETTES: &[&str] = &[ "codex-direct-vllm-http-flat-namespace-tool-Qwen-Qwen3.6-35B-A3B-streaming.yaml", @@ -61,6 +64,10 @@ fn load_codex_cassette(filename: &str) -> TurnCassette { load_cassette_from(CODEX_DIR, filename) } +fn load_mcp_cassette(filename: &str) -> TurnCassette { + load_cassette_from(MCP_DIR, filename) +} + fn tools_from_turn(turn: &Turn) -> Option { let body = turn.request.get("body")?; let json: serde_json::Value = serde_json::to_value(body).ok()?; @@ -157,15 +164,16 @@ fn assert_tools_normalize(cassette_file: &str) { } } -/// For every turn that has tools, verify `ToolRegistry::build` produces correct entries. -fn assert_registry_lookup(cassette_file: &str) { +/// For every turn that has tools, verify registry construction produces correct entries. +async fn assert_registry_lookup(cassette_file: &str) { let cassette = load_cassette(cassette_file); for (i, turn) in cassette.turns.iter().enumerate() { let Some(tools_val) = tools_from_turn(turn) else { continue; }; let tools: Vec = serde_json::from_value(tools_val).expect("tools parse"); - let registry = ToolRegistry::build(&tools) + let registry = ToolRegistry::build_with_handlers(&tools, &GatewayExecutors::default()) + .await .unwrap_or_else(|err| panic!("{cassette_file} turn {i}: registry failed: {err}")); for tool in &tools { if let ResponsesTool::Function(p) = tool { @@ -241,19 +249,19 @@ fn tools_normalize_parallel() { assert_tools_normalize("openai_responses_tool_calls_parallel.yaml"); } -#[test] -fn registry_lookup_3turn() { - assert_registry_lookup("openai_responses_tool_calls_3turn.yaml"); +#[tokio::test] +async fn registry_lookup_3turn() { + assert_registry_lookup("openai_responses_tool_calls_3turn.yaml").await; } -#[test] -fn registry_lookup_5turn() { - assert_registry_lookup("openai_responses_tool_calls_5turn.yaml"); +#[tokio::test] +async fn registry_lookup_5turn() { + assert_registry_lookup("openai_responses_tool_calls_5turn.yaml").await; } -#[test] -fn registry_lookup_parallel() { - assert_registry_lookup("openai_responses_tool_calls_parallel.yaml"); +#[tokio::test] +async fn registry_lookup_parallel() { + assert_registry_lookup("openai_responses_tool_calls_parallel.yaml").await; } #[test] @@ -399,3 +407,37 @@ fn web_search_preview_normalizes_to_gateway_function() { assert_eq!(tools[0].get("name").and_then(Value::as_str), Some("web_search")); assert_eq!(tools[0]["parameters"]["required"], serde_json::json!(["query"])); } + +#[test] +fn mcp_read_resource_normalizes_to_gateway_function() { + for filename in ["mcp-read-resource-Qwen-Qwen3-30B-A3B-FP8-nonstreaming.yaml"] { + let cassette = load_mcp_cassette(filename); + for (i, turn) in cassette.turns.iter().enumerate() { + let json = request_body_from_turn(turn); + let payload: RequestPayload = serde_json::from_value(json) + .unwrap_or_else(|e| panic!("{filename} turn {i}: RequestPayload parse failed: {e}")); + + let upstream = upstream_request_value(payload, false); + let tools = upstream.get("tools").and_then(Value::as_array).unwrap_or_else(|| { + panic!("{filename} turn {i}: MCP read_resource should normalize to a function tool") + }); + + assert_eq!(tools.len(), 1, "{filename} turn {i}: expected one normalized tool"); + assert_eq!( + tools[0].get("type").and_then(Value::as_str), + Some("function"), + "{filename} turn {i}: normalized type must be 'function'" + ); + assert_eq!( + tools[0].get("name").and_then(Value::as_str), + Some(agentic_core::tool::READ_MCP_RESOURCE_TOOL_NAME), + "{filename} turn {i}: normalized name must be READ_MCP_RESOURCE_TOOL_NAME" + ); + assert_eq!( + tools[0]["parameters"]["required"], + serde_json::json!(["server", "uri"]), + "{filename} turn {i}: normalized parameters must require server and uri" + ); + } + } +} diff --git a/docs/design/mcp-gateway-integration.md b/docs/design/mcp-gateway-integration.md index d6e493a..0b92b96 100644 --- a/docs/design/mcp-gateway-integration.md +++ b/docs/design/mcp-gateway-integration.md @@ -14,6 +14,20 @@ This design uses [`rmcp`](https://github.com/modelcontextprotocol/rust-sdk) as t - **stdio MCP server** (`connect_stdio`): a locally spawned process (command + args) the gateway connects to over stdin/stdout. Users wire up their own MCP server process and the gateway talks to it via rmcp's `TokioChildProcess` transport. - **calculator** (reference example from [rust-sdk Tools](https://github.com/modelcontextprotocol/rust-sdk#tools)): simplest possible `#[tool]` server, useful as a template. +### HTTP server allowlist security + +Request-provided MCP server URLs allow loopback hosts by default. Additional +hostnames can be allowed with the comma-separated `AGENTIC_MCP_ALLOWED_HOSTS` +environment variable. + +Treat every hostname added to `AGENTIC_MCP_ALLOWED_HOSTS` as fully trusted. The +allowlist validates the hostname text, while the HTTP transport performs DNS +resolution later and does not pin the resolved IP address. Consequently, this +setting is not an IP-level SSRF boundary and is unsafe for hostnames whose DNS +records could be changed by an untrusted party (including through DNS +rebinding). Only add hostnames whose DNS configuration is controlled by a +trusted administrator. + ### First built-in tool: `read_mcp_resource` The first built-in is `read_mcp_resource`, mirroring codex's [`ReadMcpResourceHandler`](https://github.com/openai/codex/blob/main/codex-rs/core/src/tools/handlers/mcp_resource/read_mcp_resource.rs). Given a `server` label and a `uri`, it calls `resources/read` on the named MCP server and returns the content to the model. It is registered once in `ToolRegistry`; the model selects the target server at call time via the `server` argument. This mirrors how codex registers `read_mcp_resource` as a fixed tool regardless of how many MCP servers are connected.