{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hrabs723s6a9","handle":"youtube-research-mcp","url":"https://wellknown.network/agents/youtube-research-mcp","links":{"self":"https://wellknown.network/agents/youtube-research-mcp/record.json","html":"https://wellknown.network/agents/youtube-research-mcp","markdown":"https://wellknown.network/agents/youtube-research-mcp/record.md","api":"https://wellknown.network/api/v1/agents/youtube-research-mcp","status":"https://wellknown.network/api/v1/agents/youtube-research-mcp/status","claim":"https://wellknown.network/agents/youtube-research-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/youtube-research-mcp/claim.json","badge":"https://wellknown.network/agents/youtube-research-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:youtube-research-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"youtube-research-mcp","summary":"Turn YouTube into a research source for AI. MCP server for searching, transcripts, comments, and multi-video analysis.","description":"# YouTube Research MCP\n\n[![Tests](https://github.com/lee-s-dev/youtube-research-mcp/actions/workflows/tests.yml/badge.svg)](https://github.com/lee-s-dev/youtube-research-mcp/actions/workflows/tests.yml)\n![No API Key Required](https://img.shields.io/badge/API_Key-Not_Required_for_Core_Features-success)\n[🇰🇷 한국어](README.md)\n\n> \"The real insight in a YouTube video lives in the **comments**.\"\n\nAn MCP server that turns YouTube into a **multi-dimensional research source** for your AI assistant.\n\nCross-reference what creators say (transcripts) with what viewers actually think (comments), and run complex multi-video research — all handled directly by your AI. **Core features work without an API key.** Comment analysis requires a YouTube Data API key.\n\n---\n\n## What can you do with this?\n\n- **Compare multiple videos** — Collect transcripts from several videos on the same topic and find common claims, contradictions, and patterns\n- **Analyze audience sentiment** ⚠️ API key required — Pull comments alongside transcripts to compare \"what creators say\" vs \"what viewers actually think\"\n- **Track channel trends** — Analyze a channel's recent videos to see what topics they're focusing on\n- **Summarize any video** — Give your AI a URL and get the key points extracted immediately\n\n> YouTube as a *reading* research source, not a *watching* platform.\n\n### ✨ See what's possible\n\n**👤 You type (with API key):**\n> \"Summarize the pros and cons from this review video, and tell me the top 3 complaints that keep coming up in the comments.\"\n\n**🤖 AI responds:**\n> \"The creator highlighted camera performance and battery life as key strengths. However, **analyzing the collected comments**, the most frequently mentioned complaints from actual users were: ① overheating issues, ② frame drops in certain apps, and ③ slow charging speed. There's a noticeable gap between the creator's positive take and real-world user experience.\"\n\n---\n\n## Feature Overview\n\n| Feature | Without API key | With API key |\n…","publisher":null,"homepage":"https://github.com/lee-s-dev/youtube-research-mcp","repository":"https://github.com/lee-s-dev/youtube-research-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["ai","llm","mcp","research","transcript","youtube"],"pricing":null,"endpoints":[{"url":"pypi:youtube-research-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"youtube-research-mcp","registry":"pypi","observedAt":"2026-09-10T16:24:29.226Z","publishedAt":"2026-05-19T08:35:04.696276Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"youtube-research-mcp","url":"https://pypi.org/project/youtube-research-mcp/","firstSeenAt":"2026-09-10T16:23:30.517Z","fetchedAt":"2026-09-10T16:23:30.517Z","normalizedAt":"2026-09-10T16:23:30.517Z"}]},"firstSeenAt":"2026-09-10T16:23:30.517Z","updatedAt":"2026-09-10T16:24:29.226Z"}