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.

The 87-minute video as a timeline. Web search's two answers point near the start: minutes 1 to 8, then 1:50 to 2:30. OmniSeek transcribes all 87 minutes and finds the line at 1:21:51.
A real run on 2026-10-11. Asked for Mu Li's words on the Transformer paper's writing, and the minute: web search pointed at the start of his 87-minute video; OmniSeek transcribed all of it and found the line at 1:21:51.
Quoting podcasts needs one optional add-on.
Three questions, two agents. One: the minute Mu Li judges the Transformer paper's writing, on his 87-minute video's timeline. Web search points at minutes 1 to 8; OmniSeek finds the line at 1:21:51. Two: the top Bilibili comments under that video. Web search sorts them into types with no comment text; OmniSeek returns the comments with their likes, 3,994, 1,954 and 1,271. Three: papers that cite both Leviathan 2022 and Chen 2023 on speculative decoding. Web search could not confirm one; in OmniSeek's citation graph 29 cite both.
Watch the first question as a 23-second video
Three questions asked on 2026-10-11. Where each answer came from

Works with Claude Code, Cursor, Codex, and other AI apps that support MCP, the standard way AI apps add tools.

Zhihu
Questions and answers, with links, without leaving your agent.
Bilibili
Videos and their most-liked comments, no account needed.
Podcasts and videos
Quote what was said and the minute it was said, turned into text on your computer.
New since last time
Watch a topic and see only what's new since last time.
Research papers
Which papers a field is built on, and which recent ones build on them.
Across languages
Ask in English, search Chinese sources, get links to the original posts.

Get started

uv tool install omniseek
claude mcp add omniseek -- omniseek
Python 3.11 or newer; uv installs it if you don't have it.
Claude Code
claude mcp add omniseek -- omniseek
Cursor
Add to Cursor (opens Cursor), or add this to ~/.cursor/mcp.json:
{"mcpServers": {"omniseek": {"command": "omniseek"}}}
Codex
codex mcp add omniseek -- omniseek
GitHub · PyPI · Docs · 中文 · 日本語 · Apache-2.0 · Test results