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.

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11,413 results · page 49 of 381

  • uk-legal-mcpMCP serverDev tools

    UK legal research — case law, legislation, Hansard, bills, votes, committees, HMRC, citations

    Ready to connect

    github.com/paulieb89/uk-legal-mcp

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  • adamamer20-paper-search-mcp-openaiMCP serverSearch

    Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

    Ready to connect

    github.com/adamamer20/paper-search-mcp-openai

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  • aegisMCP serverMonitoring & ops

    Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

    github.com/acacian/aegis

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  • agent-skill-loaderMCP serverFiles & storage

    Dynamically load Claude Code skills into AI agents without copying files.

    github.com/back1ply/agent-skill-loader

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  • alaya-mcpMCP serverDocs & knowledge

    Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

    github.com/securityronin/alaya

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  • arcgis-mcp-bridgeMCP serverDev tools

    Secure local-first MCP server for licensed ArcGIS Pro and ArcPy on Windows.

    github.com/muend/arcgis-mcp-bridge

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  • best-cad-mcpMCP serverDev tools

    Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports.

    github.com/lokmenower/best-cad-mcp

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  • claudiaMCP serverProductivity

    Task management for AI agents with hierarchical tasks, dependencies, sprints, and coordination.

    github.com/yuvalsuede/claudia

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  • crabeye-mcp-bridgeMCP serverDev tools

    One MCP connection for all your tools — with discovery, namespacing, and execution policies.

    github.com/crabeye-ai/crabeye-mcp-bridge

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  • creatorMCP serverWeb & browsing

    Build browser games on gamedev.pl from your coding agent.

    Ready to connect

    github.com/gamedevpl/www.gamedev.pl

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  • elefanteMCP serverDocs & knowledge

    Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.

    github.com/amenophis1er/elefante

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  • finstack-mcpMCP serverDatabases & data

    India-first MCP server for NSE/BSE, fundamentals, analytics, and market research workflows.

    github.com/finstacklabs/finstack-mcp

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  • gmc-mcpMCP serverDev tools

    MIT-licensed pip-installable MCP for Google Merchant Center on Merchant API v1 (126 tools).

    github.com/kiwoongeom/gmc-mcp

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  • google-scholarMCP serverSearch

    Google Scholar search results, citation counts and citation export formats, as structured JSON.

    Ready to connect

    github.com/hasdata/google-scholar-mcp

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  • gpu-mcp-serverMCP serverDocs & knowledge

    NVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power. Supports MIG.

    github.com/pmady/gpu-mcp-server

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  • graphpilotMCP serverDocs & knowledge

    Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

    github.com/graphpilot-oss/graphpilot

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  • jfrog-mcp-serverMCP serverDev tools

    MCP Server for JFrog, providing tools for development and artifact management.

    Ready to connect

    github.com/jfrog/jfrog-mcp-server

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  • korean-secondary-learning-map-mcpMCP serverDev tools

    한국 중등 2022 개정 교육과정 학습 그래프 MCP 서버 (중학교 714 · 고교 3,124 성취기준 · 원문 수록 · 중→고 전이)

    github.com/raphysicst-create/korean-secondary-learning-map-mcp

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  • kronan-mcpMCP serverDev tools

    MCP server for the Krónan grocery store API (Iceland)

    github.com/sandsower/kronan-mcp

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  • mcp-fns-checkMCP serverDev tools

    Russian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.

    github.com/atomno-mcp/mcp-fns-check

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  • mcp-imagenateMCP serverMedia

    MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)

    github.com/mimo-3/mcp-imagenate

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  • mcp-ip2location-ioMCP serverDev tools

    IP Geolocation MCP server that query the geolocation information using IP2Location.io API.

    github.com/ip2location/mcp-ip2location-io

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  • mcp-victoriatracesMCP serverDocs & knowledge

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

    github.com/victoriametrics-community/mcp-victoriatraces

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  • mirror-mcpMCP serverAI & models

    Mirror MCP: Introspection for LLMs

    github.com/toby/mirror-mcp

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  • mistral-mcpMCP serverMedia

    Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.

    github.com/swih/mistral-mcp

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  • my-cool-proxyMCP serverDev tools

    An MCP server gateway that minimizes context usage via progressive Lua-driven discovery 🌙

    github.com/karashiiro/my-cool-proxy

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  • oss-autopilotMCP serverDev tools

    Open source contribution manager with PR tracking, issue discovery, and CI diagnosis

    github.com/costajohnt/oss-autopilot

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  • pmll-memory-mcpMCP serverDocs & knowledge

    PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.

    github.com/drqedwards/ppm

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  • PortMCP serverDev tools

    Port.io mcp server

    Ready to connect

    github.com/port-labs/remote-mcp-server

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  • prodlintMCP serverSecurity

    Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.

    github.com/prodlint/prodlint

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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.

8,147 of the 11,413 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