MCP servers.

Connect a server the community built.

An MCP server is a program somebody else built that gives your AI new tools: search a service, read a file, call an API.

Connect one here and Claude, Claude Code, ChatGPT, Codex and Cursor all reach it through a single endpoint, with your key held on the server side.

Category: Docs & knowledge

636 results · page 8 of 22

  • pinescript-mcpMCP serverDocs & knowledge

    Pine Script v6 documentation lookup, function validation, and linting for AI code generation

    Ready to connect

    github.com/paulieb89/pinescript-mcp

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  • artelMCP serverDocs & knowledge

    Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.

    github.com/nicolasprimeau/artel

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  • codeledgerMCP serverDocs & knowledge

    Deterministic context selection for AI coding agents. Local memory that compounds across sessions.

    github.com/codeledgerecf/codeledger

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  • dakera-mcpMCP serverDocs & knowledge

    Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

    github.com/dakera-ai/dakera-mcp

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  • document-to-json-mcpMCP serverDocs & knowledge

    Turn any PDF into structured JSON via AI + OCR: invoices, bank statements, contracts.

    Ready to connect

    github.com/fashionmascherine-svg/document-to-json-mcp

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  • emercoin-agentMCP serverDocs & knowledge

    On-chain identity and durable memory for AI agents on the Emercoin blockchain (NVS).

    Ready to connect

    github.com/emercoin/emer-ai-tools

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  • epitome-mcpMCP serverDocs & knowledge

    Personal AI memory — gives every AI agent shared, persistent memory of you

    Ready to connect

    github.com/gunning4it/epitome

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  • mdshareMCP serverDocs & knowledge

    Free markdown sharing. Upload, get links, collaborate. No login needed.

    github.com/urbanmorph/mdshare

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  • rapidapi-metadata-extractorMCP serverDocs & knowledge

    Turns any URL into SEO metadata, contacts, tech stack, and AI-ready Markdown, in one call.

    Ready to connect

    github.com/josejux/rapidapi-metadata-extractor

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  • sdkMCP serverDocs & knowledge

    Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

    github.com/mnemopay/mnemopay-sdk

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  • veraciumMCP serverDocs & knowledge

    Provenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.

    github.com/veracium-ai/veracium

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  • wikimothMCP serverDocs & knowledge

    Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

    github.com/juliangeymonat-jpg/wikimoth

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  • word-aiMCP serverDocs & knowledge

    Structure-preserving Word DOCX editing MCP server and Office.js bridge for AI agents.

    github.com/flyfish-dev/word-ai

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  • artifactsMCP serverDocs & knowledge

    Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain

    github.com/kuyazee/artifacts

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  • cogmemaiMCP serverDocs & knowledge

    The smart memory layer for everything Ai. 95.10% LongMemEval (highest published).

    github.com/hifriendbot/cogmemai-mcp

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  • dead-letterMCP serverDocs & knowledge

    Convert .eml email exports to Markdown with YAML front matter

    github.com/bigcactuslabs/dead-letter

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  • doc-bridgeMCP serverDocs & knowledge

    Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.

    github.com/agentskit-io/doc-bridge

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  • gctrlMCP serverDocs & knowledge

    Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

    github.com/gctrl-tech/platform

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  • kitchensink4wordMCP serverDocs & knowledge

    Word (.docx) MCP server: 221 operations, live editing, tracked changes, citations, mail merge.

    github.com/kitchensink4ai/kitchensink4word

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  • marsnmeMCP serverDocs & knowledge

    Agent-agnostic memory backend that preserves continuity between humans and AI over time.

    github.com/marsmanleo/marsnme

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  • mindswapMCP serverDocs & knowledge

    Local-first AI context and memory server for cross-tool coding continuity.

    github.com/shiporbleed/mindswap

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  • mneme-aiMCP serverDocs & knowledge

    Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

    github.com/patsa2561-art/mneme-ai

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  • octopus-blackboardMCP serverDocs & knowledge

    Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

    github.com/octoryn/octopus-blackboard

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  • open-zk-kbMCP serverDocs & knowledge

    Shared, persistent memory for AI assistants, built on the Zettelkasten method.

    github.com/mrosnerr/open-zk-kb

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  • parseur-pyMCP serverDocs & knowledge

    Manage Parseur.com mailboxes, parser fields, documents, exports and webhooks.

    github.com/parseur/parseur-py

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  • recallMCP serverDocs & knowledge

    Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

    github.com/recallworks/recall

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  • rendex-mcpMCP serverDocs & knowledge

    Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.

    Ready to connect

    github.com/copperline-labs/rendex-mcp

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  • scriboMCP serverDocs & knowledge

    EN 16931-compliant e-invoices: XRechnung, ZUGFeRD, Factur-X, Peppol BIS, Facturae or US PDF. Free.

    Ready to connect

    github.com/causa-prima-ai/scribo-mcp

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  • sovseal-memoryMCP serverDocs & knowledge

    Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.

    github.com/sovseal/core

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  • telegram-notify-mcpMCP serverDocs & knowledge

    Send Telegram notifications from AI agents — text, photos, and documents.

    github.com/parthjadhav/telegram-notify-mcp

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What is an MCP server?

The Model Context Protocol is the open standard AI clients use to call tools. An MCP server is a program that answers those calls: it publishes a few tools with their inputs, and the AI decides when to use them. Most are written by the people who needed them and published as open source, which is why this list is long and uneven.

7,924 of the 11,204 servers listed here can be served through ahel today. The rest stay listed so you can find them and read what they do, and their pages say plainly that ahel cannot serve them yet.

Connect one to Claude, Cursor, Codex or ChatGPT

Connecting a server here does not put anything on your machine. ahel runs it and serves its tools to every AI client you sign in with, so one connection covers Claude, Claude Code, ChatGPT, Codex, Cursor and VS Code with Copilot.

Your client's tool list stays the same size whatever you connect: a server's own tools are read with the tools verb and run with the use verb. Keys are sealed in ahel and injected server side, so a credential never crosses the link.

See how to connect your AI