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OmniSeek

Give your AI agent the parts of the internet web search doesn't reach.

OmniSeek is an add-on for AI assistants and agents like Claude Code, Cursor, and Codex that lets them search where web search stops.

  • Ask in English, get what people actually said on Bilibili, and Zhihu when you ask for it, with links to the original posts.
  • Get the papers a research field is built on, and the recent ones building on them, in one answer.
  • Have your agent watch a topic and tell you only what is new since last time.
uv tool install omniseek
claude mcp add omniseek -- omniseek

Runs on your own computer. It plugs in through MCP, the standard way AI apps like Claude Code and Cursor add tools. Cursor and Codex: one line each, see Install.

CI PyPI License Python Built for MCP Languages: English · 中文 · 日本語


See the difference

We asked two agents for Mu Li's exact words on the Transformer paper's writing, and the minute, in his 87-minute Bilibili walkthrough: web search returned a paraphrase and "around minutes 1 to 8", while the agent with OmniSeek transcribed the video and found the line at 1:21:51.

A real run, side by side. Left, an agent with web search only answers with a paraphrase and says around minutes 1 to 8. Right, an agent with OmniSeek transcribes the 87-minute video and quotes Mu Li at 1:21:51, with a link that opens there.

The full comparison on three questions, with sources, dates, and a short video.

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Release files for omniseek 0.3.0

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