Docs & knowledge MCP servers.

824 docs & knowledge MCP servers, including gitlab-mcp, MCP Memory Server (official) and codebase-memory-mcp, are listed on ahel today. Each one has a page of its own that says what it does and whether ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.

Category: Docs & knowledge

824 results · page 3 of 28

  • mistral-mcpMCP serverDocs & knowledge

    Lets your agent turn invoice and document text, including scanned pages, into structured JSON.

    github.com/swih/mistral-mcp721 weekly_downloads

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  • mindMCP serverDocs & knowledge

    Lets your agent store and recall personal knowledge like contacts, budgets, notes, and email in a knowledge graph.

    github.com/theastraway/mind-mcp-server692 weekly_downloads

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  • mcp-probe-kitMCP serverDocs & knowledge

    Guides an AI coding agent through spec-first development workflows with task tracking and built-in code checks.

    github.com/mybolide/mcp-probe-kit680 weekly_downloads

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  • keymemMCP serverDocs & knowledge

    Lets your agent store and recall memories by association instead of exact keyword matching.

    github.com/donggyun112/keymem649 weekly_downloads

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  • vestigeMCP serverDocs & knowledge

    Lets your agent store and search its own memory locally to trace a failure back to its root cause.

    ★ 645

    github.com/samvallad33/vestige120 weekly_downloads

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  • docsagentMCP serverDocs & knowledge

    Lets your agent read notes from Zotero, Obsidian, and Apple Notes.

    ★ 624

    github.com/docsagent/docsagent571 weekly_downloads

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  • urls-leMCP serverDocs & knowledge

    Lets your agent pull URLs out of docs, config files and code, along with each URL's protocol and position.

    github.com/nolindnaidoo/urls-le618 weekly_downloads

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  • visimarkMCP serverDocs & knowledge

    Lets your agent check that numbers in Markdown documents match the formulas they come from.

    github.com/michal-niedzwiedzki/visimark606 weekly_downloads

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  • geo-reconcileMCP serverDocs & knowledge

    Lets your agent match place names against Wikidata and OpenStreetMap records.

    Ready to connect

    github.com/pipeworx-io/mcp-geo-reconcile596 weekly_downloads

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  • saihm-mcp-server-proMCP serverDocs & knowledge

    Lets your agent store and share encrypted memories that can be provably erased later.

    caution

    github.com/saihm-admin/saihm-mcp-server-pro584 weekly_downloads

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  • compartmentMCP serverDocs & knowledge

    Lets your agent save and recall notes in an encrypted offline memory store.

    ★ 582

    github.com/maxfreedompollard/compartment

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  • enquire-mcpMCP serverDocs & knowledge

    Lets your agent store and search notes in your Obsidian vault as long-term memory across conversations.

    github.com/oomkapwn/enquire-mcp559 weekly_downloads

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  • mcp-devkit-serverMCP serverDocs & knowledge

    Gives your agent access to Mapbox developer docs and API references.

    Ready to connect★ 61

    github.com/mapbox/mcp-devkit-server549 weekly_downloads

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  • webcomponents-react-mcp-serverMCP serverDocs & knowledge

    Lets your agent look up UI5 Web Components for React docs and API details.

    ★ 540

    github.com/ui5/webcomponents-react

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  • agentic-recallMCP serverDocs & knowledge

    Lets your agent remember facts across conversations and say when it doesn't know.

    536 weekly_downloads

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  • KoralaMCP serverDocs & knowledge

    Document signing: draft agreements, prepare signing requests, send them and track who has signed.

    Ready to connect

    530 weekly_downloads

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  • telememMCP serverDocs & knowledge

    Lets your agent remember past conversations and files across sessions, with a fully local option.

    ★ 492

    github.com/teleai-uagi/telemem

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  • coldstartMCP serverDocs & knowledge

    Lets your agent build searchable codebase notes so it remembers project structure across sessions.

    github.com/akashgoenka/coldstart489 weekly_downloads

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  • equalang-mcpMCP serverDocs & knowledge

    Translate documents, subtitles, pictures, audio and video with layout kept; transcribe recordings.

    github.com/equalang/equalang-mcp488 weekly_downloads

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  • en16931MCP serverDocs & knowledge

    Checks electronic invoices against European invoicing rules and outputs them as XRechnung or Peppol XML.

    Ready to connect

    479 weekly_downloads

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  • graymatterMCP serverDocs & knowledge

    Lets your agent remember facts across conversations in a persistent knowledge graph.

    ★ 478

    github.com/angelnicolasc/graymatter

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  • memcellMCP serverDocs & knowledge

    Gives your coding agent a persistent memory that recalls past work before acting and records what happened.

    Ready to connect

    github.com/memcell-ai/cli455 weekly_downloads

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  • beever-atlasMCP serverDocs & knowledge

    Lets your agent store team chat into a knowledge graph and generate a wiki from it.

    ★ 448

    github.com/beever-ai/beever-atlas

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  • pdfops-mcpMCP serverDocs & knowledge

    Lets your agent read form fields in PDF files, fill them in, and combine multiple PDFs into one.

    Ready to connect

    github.com/pdfops/pdfops-mcp437 weekly_downloads

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  • parserail-mcpMCP serverDocs & knowledge

    Lets your agent convert documents into JSON that matches a schema, plus 38 more task tools on one shared credit wallet.

    github.com/kyisaiah47/parserail-mcp430 weekly_downloads

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  • dbpediaMCP serverDocs & knowledge

    Lets your agent query DBpedia's structured knowledge base built from Wikipedia using lookup searches.

    Ready to connect

    github.com/pipeworx-io/mcp-dbpedia421 weekly_downloads

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  • recapMCP serverDocs & knowledge

    Lets your agent look up the actual documents filed in US federal court cases.

    Ready to connect

    github.com/pipeworx-io/mcp-recap419 weekly_downloads

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  • contextMCP serverDocs & knowledge

    Lets your agent look up your local documentation instantly, even offline.

    ★ 417

    github.com/neuledge/context

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  • knowlMCP serverDocs & knowledge

    Lets your agent remember facts across sessions and automatically drop outdated ones when they change.

    Ready to connect★ 122

    github.com/dat999zx/knowl407 weekly_downloads

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  • pdfnative-mcpMCP serverDocs & knowledge

    Lets your agent create, combine, split, fill, encrypt, and digitally sign PDF files.

    github.com/nizoka/pdfnative-mcp404 weekly_downloads

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