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Best MCP servers for summarization

We found 40 MCP servers for summarization in the catalog; these are the 15 that rank highest. The order comes from our rank, which weighs adoption, freshness, documentation and publisher identity. Nobody can pay for a place on this list. BibiGPT, Bilibili MCP Server and Grupy lead it. Grupy, 0si.ai Disclosures and PodLexicon are published by the company that makes them. BibiGPT has the most GitHub stars here (131). 14 of the 15 had activity in the last 30 days. Remote servers need no local install; local ones run on your machine and can reach local files. Each entry lists why it made the list and links to its install page.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

Top 15 of 40

  1. 1
    BibiGPT

    JimmyLv

    Summarize, transcribe and search YouTube, Bilibili, TikTok, podcasts and other videos with AI.

    • Most GitHub stars here (131)
    • Remote server, no local install
    • Active in the last 30 days

    ★ 131Last active Oct 13, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  2. 2
    Bilibili MCP Server

    XZXZZX-Ai

    Bilibili MCP tool for video metadata, transcripts, subtitles, and comment summarization

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 39Last active Oct 23, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  3. 3
    Grupy

    grupy.chatOfficial

    Summarize, search, and manage your own WhatsApp groups from any MCP client.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 18, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  4. 4
    Link Crypt

    getlinkcrypt.com

    Search, save, tag, and summarize the links in your Link Crypt bookmark library.

    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 14, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  5. 5
    Speak AI

    speakai

    Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant.

    • Runs locally or as a remote server
    • Active in the last 30 days

    Last active Oct 19, 2026Local (stdio), Remote (HTTP)Claude Code, VS Code, Codex, Cursor +2

  6. 6
    App Store & Google Play Reviews AI (via Apify)

    retracn

    AI summary of App Store and Google Play reviews: bugs, feature requests and critical issues.

    • Remote server, no local install
    • Active in the last 30 days
    • Open source (MIT)

    Last active Oct 6, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  7. 7
    MCP Automations

    wzltmp

    Summarize URLs, repurpose content, daily news digests, find competitors.

    • Remote server, no local install
    • Active in the last 30 days
    • Open source (MIT)

    Last active Oct 6, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  8. 8
    YouTube Summarize

    zlatkoc

    MCP server that fetches YouTube video transcripts and optionally summarizes them

    • Open source (MIT)

    ★ 6↓ 48/wkLast active Jul 30, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  9. 9
    0si.ai Disclosures

    0si.aiOfficial

    Korean (DART/KIND) and US SEC filings with AI summaries, direction labels and market reaction.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 9, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  10. 10
    PodLexicon

    podlexicon.comOfficial

    Search and read AI summaries of 88,000+ podcast episodes across 150+ mostly long-form shows.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 24, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  11. 11
    Przetargowy Janusz — Polish public tenders

    przetargowyjanusz.plOfficial

    Polish tenders: search, AI summaries.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 23, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  12. 12
    SummarizeVideo.ai

    summarizevideo.aiOfficial

    Summarize public video URLs into Markdown notes and read their transcripts.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 16, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  13. 13
    The Korean Today (코리안투데이)

    thekoreantoday.comOfficial

    Korean news: search, latest and full articles, 15 editions and AI summaries in 87 languages.

    • Published by the vendor
    • Remote server, no local install
    • Active in the last 30 days

    Last active Oct 17, 2026Remote (HTTP)Claude Code, VS Code, Cursor, Windsurf

  14. 14
    Online

    clipy.online

    Read your Clipy screen recordings: search, transcripts, AI summaries, and key moments with frames.

    • Most weekly downloads here (57)
    • Active in the last 30 days
    • Open source (MIT)

    ★ 5↓ 57/wkLast active Oct 12, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  15. 15
    GenPark AST Diff Semantic PR Summarizer

    alphaparkinc

    Synthesize semantic AST delta trees across git diffs and classify breaking signature changes

    • Active in the last 30 days

    ★ 7Last active Oct 19, 2026Local (stdio)Claude Desktop

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