diff --git a/poetry.lock b/poetry.lock
index cf481e273..784a0e4b5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1451,14 +1451,14 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastapi"
-version = "0.140.13"
+version = "0.141.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.140.13-py3-none-any.whl", hash = "sha256:8b017110e1e9f30a95e8bdb8f71fbe2f0fe3af5717109e5b14f9e069df54f6d4"},
-    {file = "fastapi-0.140.13.tar.gz", hash = "sha256:500172a08cf1459901f90b05c37d93060dada3b573fec8f0862445db52ba6b4b"},
+    {file = "fastapi-0.141.1-py3-none-any.whl", hash = "sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3"},
+    {file = "fastapi-0.141.1.tar.gz", hash = "sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1"},
 ]
 
 [package.dependencies]
@@ -1469,20 +1469,20 @@ typing-extensions = ">=4.8.0"
 typing-inspection = ">=0.4.2"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "fastar (>=0.9.0)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
-standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.32)", "httpx (>=0.23.0,<1.0.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.32)", "fastar (>=0.9.0)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.32)", "httpx (>=0.23.0,<1.0.0)", "jinja2 (>=3.1.5)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "filelock"
-version = "3.32.0"
+version = "3.32.2"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "filelock-3.32.0-py3-none-any.whl", hash = "sha256:d396bea984af47333ef05e50eae7eff88c84256de6112aea0ec48a233c064fe3"},
-    {file = "filelock-3.32.0.tar.gz", hash = "sha256:7be2ad23a14607ccc71808e68fe30848aeace7058ace17852f68e2a68e310402"},
+    {file = "filelock-3.32.2-py3-none-any.whl", hash = "sha256:87dd94cf281e586d135fa51132b8e3d9a598b316e90377a288663c9321036c82"},
+    {file = "filelock-3.32.2.tar.gz", hash = "sha256:c33351e1f49cae33414acbc6d56784e6ecee82514ec90795da1161fc4836b5b8"},
 ]
 
 [[package]]
@@ -4099,14 +4099,14 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pip"
-version = "26.1.2"
+version = "26.2"
 description = "The PyPA recommended tool for installing Python packages."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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-    {file = "pip-26.1.2.tar.gz", hash = "sha256:f49cd134c61cf2fd75e0ce2676db03e4054504a5a4986d00f8299ae632dc4605"},
+    {file = "pip-26.2-py3-none-any.whl", hash = "sha256:931c303696af6fa3417112103b1cad26890e5a07eccb5b99783700e33f2b8aad"},
+    {file = "pip-26.2.tar.gz", hash = "sha256:2d8542afcc84cdd8e846c2b36b2861fad1da376dd98f8e7113e9108a3c331690"},
 ]
 
 [[package]]
@@ -6353,14 +6353,14 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "uvicorn"
-version = "0.51.0"
+version = "0.52.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.51.0-py3-none-any.whl", hash = "sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b"},
-    {file = "uvicorn-0.51.0.tar.gz", hash = "sha256:f6f4b69b657c312f516dd2d268ab9ae6f254b11e4bac504f37b2ab58b24dd0b0"},
+    {file = "uvicorn-0.52.0-py3-none-any.whl", hash = "sha256:3d887809810b89ed33501bcf0a9aba469b06ecd608158efce04bd6b48d8c9b08"},
+    {file = "uvicorn-0.52.0.tar.gz", hash = "sha256:ca8876ad6c1983f394157c168b39d52f6dd56dabf5602fa0982751cffc2293ae"},
 ]
 
 [package.dependencies]
@@ -6593,121 +6593,120 @@ files = [
 
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 name = "websockets"
-version = "16.1.1"
+version = "17.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
-python-versions = ">=3.10"
+python-versions = ">=3.11"
 groups = ["main"]
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 ]
 
 [[package]]
diff --git a/src/plugins/nonebot_plugin_chat/core/processor.py b/src/plugins/nonebot_plugin_chat/core/processor.py
index 4c18f054f..1c789ba5d 100644
--- a/src/plugins/nonebot_plugin_chat/core/processor.py
+++ b/src/plugins/nonebot_plugin_chat/core/processor.py
@@ -286,6 +286,7 @@ async def get_message(self) -> None:
                 "images": [],
                 "to_me": False,
                 "triggered_reply": False,
+                "mq_text": content,
             }
             self.session.cached_messages.append(event_msg)
             await self.session.on_cache_posted()
@@ -641,6 +642,7 @@ async def process_messages(self, msg_dict: CachedMessage) -> None:
             if not self.blocked:
                 msg_str = generate_message_string(msg_dict)
                 msg_str += await self.generate_additional_prompt(msg_str, msg_dict["user_id"])
+                msg_dict["mq_text"] = msg_str
                 await self.append_user_message(msg_str, msg_dict["images"])
                 # print(self.openai_messages.messages)
             if not self.blocked and not msg_dict["self"]:
diff --git a/src/plugins/nonebot_plugin_chat/types.py b/src/plugins/nonebot_plugin_chat/types.py
index 1720c7aea..054dedeab 100644
--- a/src/plugins/nonebot_plugin_chat/types.py
+++ b/src/plugins/nonebot_plugin_chat/types.py
@@ -22,6 +22,7 @@ class CachedMessage(TypedDict):
     message_id: str
     to_me: bool
     triggered_reply: bool
+    mq_text: str  # 投递到 MessageQueue 的完整文本（含 additional_info）
 
 
 class GetTextFunc(Protocol):
diff --git a/src/plugins/nonebot_plugin_chat_monitor/helpers.py b/src/plugins/nonebot_plugin_chat_monitor/helpers.py
index 4e1721e5a..834542790 100644
--- a/src/plugins/nonebot_plugin_chat_monitor/helpers.py
+++ b/src/plugins/nonebot_plugin_chat_monitor/helpers.py
@@ -95,4 +95,5 @@ def serialize_cached_message(msg: dict) -> dict:
         "image_count": len(msg.get("images", [])),
         "to_me": msg.get("to_me", False),
         "triggered_reply": msg.get("triggered_reply", False),
+        "mq_text": msg.get("mq_text"),
     }
diff --git a/src/plugins/nonebot_plugin_chat_monitor/routers/sessions.py b/src/plugins/nonebot_plugin_chat_monitor/routers/sessions.py
index 258fa6ad0..b289e7f41 100644
--- a/src/plugins/nonebot_plugin_chat_monitor/routers/sessions.py
+++ b/src/plugins/nonebot_plugin_chat_monitor/routers/sessions.py
@@ -297,7 +297,12 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
 
     msg = session.cached_messages[msg_index]
 
-    # 格式化消息文本
+    # 优先使用投递到 MessageQueue 的完整文本（含完整的 additional_info）
+    mq_text = msg.get("mq_text")
+    if mq_text:
+        return {"context": mq_text}
+
+    # 回退：手动构建格式（旧消息没有 mq_text）
     try:
         from nonebot_plugin_chat.utils.message import generate_message_string
 
@@ -305,16 +310,13 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
     except ImportError:
         formatted_msg = f"[{msg.get('nickname', '?')}]({msg.get('message_id', '?')}): {msg.get('content', '')}\n"
 
-    # 搜集额外上下文信息
     lines = [formatted_msg]
 
-    # additional_info 块
     try:
         from nonebot_plugin_chat.utils.status_manager import get_status_manager
 
         status_manager = get_status_manager()
 
-        # Token 信息
         token_info = ""
         if hasattr(session, "processor") and hasattr(session.processor, "token_bucket"):
             try:
@@ -323,7 +325,6 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
             except Exception:
                 pass
 
-        # 好感度（最近一条消息的发送者）
         affection = ""
         user_id = msg.get("user_id", "")
         if user_id and hasattr(session, "processor") and hasattr(session.processor, "affection_manager"):
@@ -334,7 +335,6 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
             except Exception:
                 pass
 
-        # 困倦度
         tiredness_text = ""
         try:
             from nonebot_plugin_chat.core.ego import moonlark_main
@@ -344,7 +344,6 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
         except Exception:
             pass
 
-        # 笔记
         notes_text = ""
         try:
             from nonebot_plugin_chat.utils.note_manager import get_context_notes
@@ -368,14 +367,12 @@ async def get_message_context(session_id: str, msg_index: int, request: Request)
         except Exception:
             pass
 
-        # 当前状态
         mood_type, mood_reason = status_manager.get_status()
         mood_label = mood_type.value if hasattr(mood_type, "value") else str(mood_type)
         state_text = (
             f"心情：{mood_label} (情感强度: {status_manager.get_mood_retention()}; 原因: {mood_reason or '无'})"
         )
 
-        # 组装 additional_info
         info_parts = []
         now = now_iso()
         info_parts.append(f"<additional_info>\n当前时间: {now}")