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Discovery report 2026-07-09: new agent candidates - #152

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Discovery report 2026-07-09: new agent candidates#152
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docs/candidates-2026-07-09

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@YugantM YugantM commented Jul 9, 2026

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Ran the discovery pipeline and vetted the results against docs/strict-inclusion-rubric.md + GitHub API verification. agents.json unchanged — this is a research report for owner decision (matches the 2026-07-06 report pattern).

Recommended adds (P1 — verified real, OSS, credible)

  • II-Agent (Intelligent-Internet, Apache-2.0) — general open-source agent
  • Integuru (AGPL-3.0, created 2024) — integration-building agent, graph traversal → runnable code
  • DeepAnalyze (RUC DataLab, MIT) — autonomous data-science agent
  • Grok CLI (superagent-ai, MIT, npm grok-dev) — terminal coding agent

Manual-review (P2/P3 — real but need a call)

GenericAgent, Vibe-Trading (HKUDS/LightRAG lab), BettaFish, Nexent — caveats per doc (recency/star-farm/domain-specificity).

Key finding

The 2026 ai-agent space is heavily star-farmed — top-by-stars are awesome-lists, skills libraries, and format specs, not agents. Robust point: since v4.1 popularity ranks below audit signals, so even inflated-star repos land at their true trust; filtering here is purely about the inclusion rubric.

Companion JSON has copy-ready entries; packages verified against live PyPI/npm. If you approve any, I'll apply them via the add-agent runbook (one branch/PR, three gates, no deploy without your go-ahead).

Ran discover_agents.py (561 found, 416 novel, 381 pre-checked), filtered
against the strict inclusion rubric and verified survivors via the GitHub
API. The 2026 ai-agent topic space is heavily star-farmed (top results are
awesome-lists, skills, format specs, tools-for-agents); this report cuts
through that to genuine first-party agents.

Recommended (P1, verified real agents, OSS-licensed, credible/age-credible):
II-Agent, Integuru, DeepAnalyze, Grok CLI. Manual-review (P2/P3):
GenericAgent, Vibe-Trading (HKUDS), BettaFish, Nexent. Rejections noted
with reasons (oh-my-openagent no-license+wrapper, star-farmed/stale repos,
tools-for-agents). Companion JSON has copy-ready agents.json entries;
packages verified against live PyPI/npm.

agents.json unchanged — discovery proposes, owner decides.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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