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 1 of 22
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MCP Memory Server (official)MCP serverDocs & knowledge
Lets your agent remember facts between conversations by storing them in a knowledge graph it can search and update.
★ 90k
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codebase-memory-mcpMCP serverDocs & knowledge
Lets your agent store and search a knowledge graph of your codebase for fast answers.
★ 43k
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honchoMCP serverDocs & knowledge
Gives your agent a memory store that keeps context across conversations and learns from past interactions.
Ready to connect★ 7k
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Basic MemoryMCP serverDocs & knowledge
Lets your agent save notes and facts in a local Markdown knowledge base and recall them later.
★ 4k
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gitlab-mcpMCP serverDocs & knowledge
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
★ 2k
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iweMCP serverDocs & knowledge
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
★ 2k
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tradememory-protocolMCP serverDocs & knowledge
Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.
★ 1k
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emailmdMCP serverDocs & knowledge
Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.
Ready to connect★ 1k
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personal-modelMCP serverDocs & knowledge
Local-first personal memory and model server for trusted MCP agents on macOS.
★ 1k
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ref-tools-ref-tools-mcpMCP serverDocs & knowledge
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
Ready to connect★ 1k
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token-saviorMCP serverDocs & knowledge
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
★ 1k
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pdf-reader-mcpMCP serverDocs & knowledge
Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.
★ 922
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projectmemMCP serverDocs & knowledge
Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
★ 804
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deja-vuMCP serverDocs & knowledge
deja-vu: local memory over the session histories of twenty-five coding agents.
★ 802
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memorixMCP serverDocs & knowledge
Local-first project memory with legacy MCP and 2026 discovery compatibility.
★ 760
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docling-mcpMCP serverDocs & knowledge
Convert PDFs and other documents to structured formats via Docling, for AI applications.
★ 740
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vestigeMCP serverDocs & knowledge
Local-first memory for AI agents that reaches backward to find a failure's root cause.
★ 617
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compartmentMCP serverDocs & knowledge
Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.
★ 586
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webcomponents-react-mcp-serverMCP serverDocs & knowledge
MCP server for UI5 Web Components for React - Developer documentation and API assistance
★ 539
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anytype-mcpMCP serverDocs & knowledge
Official MCP server for Anytype API - your encrypted, local and collaborative wiki.
★ 520
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telememMCP serverDocs & knowledge
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
★ 489
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docfork-mcpMCP serverDocs & knowledge
@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
Ready to connect★ 488caution
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anki-mcp-serverMCP serverDocs & knowledge
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
★ 474
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graymatterMCP serverDocs & knowledge
Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.
★ 466
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beever-atlasMCP serverDocs & knowledge
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
★ 445
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contextMCP serverDocs & knowledge
Local-first documentation for AI agents. Offline, instant, private doc retrieval.
★ 399
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agent-recallMCP serverDocs & knowledge
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
★ 371
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yourmemoryMCP serverDocs & knowledge
Persistent memory for AI agents. Memories decay with time and strengthen on recall.
★ 267
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plurMCP serverDocs & knowledge
Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.
★ 249
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.
7,923 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.