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 50 of 381
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ragscoreMCP serverDatabases & data
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
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remembraMCP serverDocs & knowledge
Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.
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s-gwMCP serverAI & models
Keep credentials out of AI coding agents with local approvals, scoped injection, and audit trails.
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seo-audit-consoleMCP serverWeb & browsing
Technical SEO in Claude: GSC + crawl + DataForSEO - audit, market sizing, content recon.
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skillfed-mcpMCP serverProductivity
Find vetted agent skills for your task — privacy-preserving skill discovery over MCP.
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thingctxMCP serverDev tools
Drive devices and APIs from their W3C Thing Description. You gate every operation.
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unbrowserMCP serverWeb & browsing
Chrome-free MCP web access for agents with low-token page maps and browser escalation hints.
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veclineMCP serverDocs & knowledge
Local-first image, vector and document toolkit that measures its own output. Nothing uploaded.
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wpf-visual-treeMCP serverAI & models
Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input.
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yandex-lavka-mcpMCP serverSearch
Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checkout.
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agent-magnetMCP serverDocs & knowledge
Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.
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amazon-seller-mcpMCP serverAI & models
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, Gemini, Copilot.
Ready to connect
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apple-calendar-mcpMCP serverSearch
Inspect and search Apple Contacts on macOS, and resolve a contact into a message-ready recipient.
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aspnetcore-debugger-mcpMCP serverAI & models
MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.
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atimelogger-mcpMCP serverDev tools
MCP server exposing the ATimeLogger REST API (activities, reports, types)
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attestorMCP serverDocs & knowledge
Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.
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brandsystem-mcpMCP serverWeb & browsing
Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
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calibre-mcpMCP serverSearch
Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.
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cashfree-mcpMCP serverDev tools
Cashfree MCP server for cashfree docs and APIs
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catalog-cli-proMCP serverDev tools
Amazon catalog auditing tool. 13 quality checks for your listings.
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cochlea-mcpMCP serverMedia
Render, analyze, and verify audio (WAV/FLAC/mp3/ogg) offline and deterministically via MCP tools.
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cognirepoMCP serverAI & models
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
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dataverseMCP serverDev tools
73 tools for Microsoft Dataverse: CRUD, FetchXML, metadata, audit, batch, role privileges and more.
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easyeda-pro-mcpMCP serverDev tools
MCP server and EasyEDA Pro extension bridge for live project assistance.
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global-agent-memoryMCP serverDocs & knowledge
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.
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google-imagesMCP serverMedia
Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.
Ready to connect
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infranodeMCP serverDev tools
Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67 data types.
Ready to connect
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koragraphMCP serverDocs & knowledge
Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.
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linksee-memoryMCP serverDocs & knowledge
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
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.
8,149 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.