{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_z4eabkckddcn","handle":"youtube-gemini-mcp","url":"https://wellknown.network/agents/youtube-gemini-mcp","links":{"self":"https://wellknown.network/agents/youtube-gemini-mcp/record.json","html":"https://wellknown.network/agents/youtube-gemini-mcp","markdown":"https://wellknown.network/agents/youtube-gemini-mcp/record.md","api":"https://wellknown.network/api/v1/agents/youtube-gemini-mcp","status":"https://wellknown.network/api/v1/agents/youtube-gemini-mcp/status","claim":"https://wellknown.network/agents/youtube-gemini-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/youtube-gemini-mcp/claim.json","badge":"https://wellknown.network/agents/youtube-gemini-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:youtube-gemini-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"youtube-gemini-mcp","summary":"Session-based conversational YouTube video analysis MCP server using Gemini 2.5 Pro","description":"![YouTube Gemini MCP Hero](https://raw.githubusercontent.com/aigentive/youtube-gemini-mcp/main/assets/hero-image.png)\n\n# YouTube Gemini MCP Server\n\nA Model Context Protocol (MCP) server that provides conversational YouTube video analysis capabilities using Gemini 2.5 Pro. Analyze videos through multi-turn conversations with advanced visual understanding.\n\n## 🎯 What Problems Does This Solve?\n\n### Traditional Video Analysis Pain Points\n❌ **Transcript-only limitations** - Missing visual context and scene understanding  \n❌ **No conversation memory** - Each analysis starts from scratch  \n❌ **Manual workflows** - Complex download/upload processes  \n\n### Our Solution  \n✅ **Full video analysis** - Visual, audio, and contextual understanding  \n✅ **Session memory** - Builds on previous analysis automatically  \n✅ **Integrated workflows** - YouTube URL to analysis in one step  \n\n## 🚀 Key Capabilities\n\n### 🔄 Session-Based Video Conversations\nCreate persistent sessions for multi-turn video analysis:\n```python\n# Create session\ncreate_video_session(\n    description=\"Analyze machine learning lecture\",\n    video_source=\"https://youtube.com/watch?v=abc123\",\n    source_type=\"youtube_url\"\n)\n\n# Continue conversation\nanalyze_video_in_session(session_id=\"uuid\", prompt=\"What are the key concepts?\")\nanalyze_video_in_session(session_id=\"uuid\", prompt=\"Explain the neural networks part\")\n```\n\n### 📹 Direct YouTube Processing\nNo downloads required - process YouTube videos directly:\n```python\nanalyze_youtube_video(\n    youtube_url=\"https://youtube.com/watch?v=abc123\",\n    prompt=\"Summarize this video's main points\"\n)\n```\n\n### 💾 Local Video Support\nUpload and analyze local video files (48-hour retention):\n```python\nanalyze_local_video(\n    video_path=\"/path/to/video.mp4\",\n    prompt=\"What happens in this video?\"\n)\n```\n\n## 🛠️ Installation\n\n### Prerequisites\n- Python 3.10+\n- Google AI API key\n- Poetry (recommended) or pip\n\n### Setup\n```bash\n# Clone repository\ngit clone https://github.com/aigen…","publisher":{"name":"Laza Bogdan","url":null},"homepage":"https://github.com/aigentive/youtube-gemini-mcp","repository":"https://github.com/aigentive/youtube-gemini-mcp","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["youtube","gemini","mcp","video-analysis","ai","claude","conversational"],"pricing":null,"endpoints":[{"url":"pypi:youtube-gemini-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"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-gemini-mcp","registry":"pypi","observedAt":"2026-09-10T16:24:28.872Z","publishedAt":"2025-05-26T11:47:30.786753Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"youtube-gemini-mcp","url":"https://pypi.org/project/youtube-gemini-mcp/","firstSeenAt":"2026-09-10T16:23:29.024Z","fetchedAt":"2026-09-10T16:23:29.024Z","normalizedAt":"2026-09-10T16:23:29.024Z"}]},"firstSeenAt":"2026-09-10T16:23:29.024Z","updatedAt":"2026-09-10T16:24:28.872Z"}