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20 Best YouTube MCP Servers: compared and ranked, November 2026Ranked from 977 matching servers on stars, growth, downloads and maintenance. Updated .

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"How to Get Transcripts from YouTube Videos" matching MCP servers:

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  • F
    license
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    quality
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    maintenance
    Builds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.
    3
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  • A
    license
    B
    quality
    D
    maintenance
    Transforms YouTube into a queryable knowledge source with search, video details, transcript analysis, and AI-powered tools for summaries, learning paths, and knowledge graphs. Features quota-aware API access with caching and optional OpenAI/Anthropic integration for advanced content analysis.
    10
    20 npm
    1
    MIT
  • A
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    quality
    B
    maintenance
    Persistent memory for AI agents. Stores verbatim conversation transcripts and makes them searchable by meaning via semantic embeddings.
    35 npm
    21
    MIT
  • A
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    F
    maintenance
    Transforms YouTube videos into a persistent, structured knowledge base using transcripts and visual frame analysis, enabling knowledge compounding and natural language querying.
    163
    MIT
  • F
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    quality
    A
    maintenance
    Enables transforming YouTube videos into a persistent, structured knowledge base by extracting transcripts and scene-change frames, then reasoning over compiled wiki pages for agentic search through MCP clients.
    -
  • F
    license
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    quality
    A
    maintenance
    Enables ingesting YouTube videos to build a persistent, cross-referenced wiki from transcripts and vision-analyzed frames, then supports agentic search and question answering through MCP clients like Claude and Copilot.
    -
  • F
    license
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    quality
    B
    maintenance
    This MCP server enables users to ingest YouTube videos and turn transcripts plus scene-change visual analysis into a persistent, searchable wiki knowledge base, then ask questions and get source-cited answers through agentic search. It supports use with clients like Claude and Copilot.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Metis gives AI agents expert know-how that named reviewers have approved, and only where its recorded conditions match the situation. High-risk situations go to a person. When an agent sees practice depart from procedure, it can send the expert one short question. Every retrieval is recorded on a hash-linked evidence chain.
    6
    10
    27 PyPI
    2
    Apache 2.0
  • A
    license
    A
    quality
    F
    maintenance
    Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.
    8
    2
    Apache 2.0
  • F
    license
    A
    quality
    B
    maintenance
    Semantic memory for AI builders: capture the tacit engineering know-how that never reaches your docs, recall it the moment it applies. Built in Rust on Postgres and pgvector.
    10
    10
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  • A
    license
    A
    quality
    Not graded
    maintenance
    Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
    3
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Chronicle is a secure, local-first MCP server designed to transform your historical AI chat logs into a persistent memory vault. It seamlessly parses and indexes raw conversation exports from ChatGPT, Claude, and various IDE transcripts directly on your machine. By utilizing dynamic token-stripping, the engine automatically cleans redundant syntax wrappers to save up to 40%
    8
    115 PyPI
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A local-first MCP server that stores meeting transcripts and maintains a searchable markdown wiki of decisions, commitments, and contradictions, enabling Claude to recall context across meetings.
    7
    MIT