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 2 of 22

  • neural-memoryMCP serverDocs & knowledge

    Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

    ★ 243

    github.com/nhadaututtheky/neural-memory

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  • yuque-mcpMCP serverDocs & knowledge

    MCP server for Yuque — expose your knowledge base to AI assistants.

    ★ 236

    github.com/yuque/yuque-mcp-server

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  • mcp-victoriametricsMCP serverDocs & knowledge

    MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

    ★ 231

    github.com/victoriametrics-community/mcp-victoriametrics

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  • coreMCP serverDocs & knowledge

    Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

    ★ 217

    github.com/omega-memory/core

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  • omega-memoryMCP serverDocs & knowledge

    Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

    ★ 217

    github.com/omega-memory/omega-memory

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  • mengramMCP serverDocs & knowledge

    Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

    Ready to connect★ 194

    github.com/alibaizhanov/mengram

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  • context-syncMCP serverDocs & knowledge

    Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

    ★ 192

    github.com/intina47/context-sync

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  • itasca-mcpMCP serverDocs & knowledge

    Give AI agents full access to ITASCA PFC, FLAC3D, 3DEC - documentation, simulation, plot capture.

    ★ 178

    github.com/yusong652/itasca-mcp

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  • joplin-mcpMCP serverDocs & knowledge

    FastMCP server exposing Joplin notes, notebooks, tags, and imports.

    ★ 171

    github.com/alondmnt/joplin-mcp

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  • office-oxide-mcpMCP serverDocs & knowledge

    Rust-native MCP server for Office document processing

    ★ 162

    github.com/aimino-tech/opendocswork-mcp

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  • svelte-llm-mcpMCP serverDocs & knowledge

    An MCP server that provides access to Svelte 5 and SvelteKit documentation

    Ready to connect★ 159

    github.com/khromov/svelte-llm-mcp

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  • prism-coderMCP serverDocs & knowledge

    Session memory for coding agents: local-first recall, drift detection, on-device inference.

    ★ 157

    github.com/dcostenco/prism-coder

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  • adeuMCP serverDocs & knowledge

    Automated DOCX Redlining Engine

    ★ 156

    github.com/dealfluence/adeu

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  • contextlatticeMCP serverDocs & knowledge

    Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

    Ready to connect★ 153

    github.com/sheawinkler/contextlattice

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  • technocore-chatMCP serverDocs & knowledge

    Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.

    Ready to connect★ 149

    github.com/flop-labs/technocore-chat

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  • mem0MCP serverDocs & knowledge

    Lets your agent remember past conversations and recall relevant details automatically.

    ★ 146

    github.com/kartiklabhshetwar/mind-mentor146 stars

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  • memexMCP serverDocs & knowledge

    Zettelkasten-based agent memory system with bidirectional links

    ★ 141

    github.com/iamtouchskyer/memex

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  • Memento MCPMCP serverDocs & knowledge

    A fragment-based memory MCP server designed for mid- to long-term AI recall.

    ★ 138

    github.com/jinho-von-choi/memento-mcp123 stars

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  • mcp-serverMCP serverDocs & knowledge

    Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

    ★ 136

    github.com/igniteui/igniteui-cli

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  • openzim-mcpMCP serverDocs & knowledge

    Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.

    ★ 130

    github.com/cameronrye/openzim-mcp

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  • mediawiki-mcp-serverMCP serverDocs & knowledge

    MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools

    ★ 129

    github.com/professionalwiki/mediawiki-mcp-server

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  • mcpMCP serverDocs & knowledge

    Augments MCP Server - A comprehensive framework documentation provider for Claude Code

    Ready to connect★ 128

    github.com/augmnt/augments-mcp-server

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  • docmancerMCP serverDocs & knowledge

    Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

    ★ 124

    github.com/docmancer/docmancer

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  • OghamMCP serverDocs & knowledge

    A shared memory MCP server — persistent, searchable, and cross-client across Claude Code and OpenCode.

    ★ 115

    github.com/ogham-mcp/ogham-mcp110 stars

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  • deepmemMCP serverDocs & knowledge

    Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

    Ready to connect★ 113

    github.com/deepmemteam/deepmem

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  • continuumMCP serverDocs & knowledge

    Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.

    ★ 110

    github.com/pouyahasanamreji/continuum

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  • Memory MCP Server (Knowledge Graph)MCP serverDocs & knowledge

    An MCP server providing knowledge-graph management, with both TypeScript and Go builds.

    ★ 106

    github.com/okooo5km/memory-mcp-server106 stars

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  • ontology-atlasMCP serverDocs & knowledge

    Read and write one codebase ontology kept as Markdown in the repository.

    ★ 105

    github.com/wlsdks/ontology-atlas

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  • mindbaseMCP serverDocs & knowledge

    LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

    ★ 101

    github.com/frankchu91/mindbase

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  • memory-mcpMCP serverDocs & knowledge

    Persistent memory + git snapshots for Claude Code. Never lose context or code.

    ★ 98

    github.com/yuvalsuede/memory-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