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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11,224 results · page 29 of 375

  • bitrise-mcpMCP serverDev tools

    Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

    Ready to connect

    github.com/bitrise-io/bitrise-mcp

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  • containerization-assistMCP serverCloud & infra

    TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

    github.com/azure/containerization-assist

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  • flowbite-mcpMCP serverMedia

    MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

    github.com/themesberg/flowbite-mcp

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  • gossipcatMCP serverAI & models

    Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning

    github.com/gossipcat-ai/gossipcat-ai

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  • marmo-uiMCP serverMedia

    Live React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.

    Ready to connect

    github.com/mahmoudilyan/marmoui

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  • mcp-apple-musicMCP serverSearch

    Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

    github.com/cifero74/mcp-apple-music

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  • memoireMCP serverMedia

    Shadcn-native Design CI for Tailwind apps with registry export and MCP UI tools.

    github.com/sarveshsea/m-moire

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  • ontomicsMCP serverDev tools

    Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

    github.com/etiennechollet/ontomics

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  • openevidence-mcpMCP serverWeb & browsing

    Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions

    github.com/bakhtiersizhaev/openevidence-mcp

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  • safe-docxMCP serverFiles & storage

    AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

    github.com/usejunior/safe-docx

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  • tdmcpMCP serverAI & models

    Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.

    github.com/pantani/tdmcp

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  • test-coverage-mcpMCP serverFiles & storage

    Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

    github.com/goldbergyoni/test-coverage-mcp

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  • wpf-dev-pack-mcpMCP serverAI & models

    Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.

    github.com/christian289/dotnet-with-claudecode

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  • cicadaMCP serverDev tools

    Code intelligence MCP server for 17+ programming languages.

    github.com/wende/cicada

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  • cypress-cloudMCP serverDev tools

    Direct access to Cypress tests results and accessibility reports in your AI workflow.

    Ready to connect

    github.com/cypress-io/ai-toolkit

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  • librecrawl-technical-seo-audit-mcpMCP serverWeb & browsing

    Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.

    github.com/adityaarsharma/librecrawl-technical-seo-audit-mcp

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  • logisheets-mcpMCP serverFiles & storage

    An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

    github.com/logisky/logisheets-mcp

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  • logoloomMCP serverMedia

    AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.

    github.com/mcpware/logoloom

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  • mcp-server-zotero-devMCP serverDev tools

    MCP server enabling AI assistants to build, test, and debug Zotero plugins

    github.com/introfini/mcp-server-zotero-dev

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  • perennaMCP serverDocs & knowledge

    A lightweight, Git-backed permanent memory for AI agents.

    github.com/scarletkc/perenna

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  • scopus-mcpMCP serverAI & models

    A Model Context Protocol server for the Elsevier Scopus API

    github.com/qwe4559999/scopus-mcp

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  • Waggle-mcpMCP serverDocs & knowledge

    Persistent graph-backed conversational memory for AI agents.

    github.com/abhigyan-shekhar/waggle-mcp

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  • abnormal-mcpMCP serverSecurity

    Every Action1 endpoint, plus fleet-wide patch and vulnerability views across all your organizations.

    github.com/servosity/msp-skills

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  • atxpMCP serverSearch

    Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.

    github.com/atxp-dev/atxp

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  • callimachusMCP serverSearch

    MCP server for Callimachus: local index and search of your AI coding-agent threads

    github.com/betabots-llc/callimachus

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  • cn-scraper-mcpMCP serverWeb & browsing

    MCP server for AI agents to search major Chinese internet platforms with local-first login support.

    github.com/goesbyhc/cn-scraper-mcp

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  • confdiff-mcpMCP serverFiles & storage

    Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents

    github.com/esperanza-volkov/confdiff

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  • d365fo-clientMCP serverCommerce & finance

    A community-driven Microsoft Dynamics 365 Finance & Operations MCP server

    github.com/mafzaal/d365fo-client

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  • figma-mcp-rustMCP serverMedia

    Figma MCP server in Rust: plugin bridge, no API token, no rate limits, 73 tools.

    github.com/alvinindra/figma-mcp-rust

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  • markviewMCP serverDocs & knowledge

    Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

    github.com/paulhkang94/markview

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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.

7,966 of the 11,224 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