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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11,373 results · page 52 of 380
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fenestra-mcpMCP serverWeb & browsing
Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.
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glassMCP serverAI & models
MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.
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glovebox-mcpMCP serverWeb & browsing
Sandboxed computer-use for AI agents: drive real browser + desktop apps in nested X11 windows
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google-sheets-mcpMCP serverAI & models
Powerful tools for automating Google Sheets using Model Context Protocol (MCP)
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hashnetMCP serverSearch
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
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horizun-pbi-mcpMCP serverAI & models
Build, audit and repair Power BI Desktop models and PBIP reports with DAX, TMDL and PBIR.
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html-to-figma-design-systemMCP serverMedia
Translate HTML prototypes into Figma using your design system's real components and tokens.
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htmldropMCP serverDocs & knowledge
Publish HTML, Markdown, PDF, or images as instant shareable links with expiry and passwords.
Ready to connect
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kairnMCP serverDocs & knowledge
Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.
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korean-elementary-learning-map-mcpMCP serverDev tools
한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 (성취기준 620 · 원문 수록 · 주제 1,956 · 선수관계 1,894)
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local-memory-mcpMCP serverSearch
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
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loomleMCP serverAI & models
Structured, verifiable Unreal Engine editing for AI agents.
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loyal-sparkMCP serverAI & models
Base MCP (39 tools) on Base: programs, mint, rewards. lsk_ key; plan limits enforced. /for-agents
Ready to connect
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mcp-local-ragMCP serverSearch
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.
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memorydetectiveMCP serverDev tools
iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.
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mimic-aiMCP serverMedia
Builds Figma from your design system: real components and tokens, enforced, learning every build.
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mitre-mcpMCP serverMedia
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
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myinstantsMCP serverAI & models
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
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naviscoord-mcpMCP serverDev tools
Autodesk Navisworks coordination: clash triage, root causes, work plans and reports
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nexusmemMCP serverDocs & knowledge
Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.
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oraclawMCP serverDev tools
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
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quickbooks-mcpMCP serverDev tools
MCP server for QuickBooks Online API integration
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samsung-health-mcpMCP serverFiles & storage
Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP exports.
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scoutMCP serverWeb & browsing
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
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semahashMCP serverDev tools
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns.
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synapse-layerMCP serverDocs & knowledge
MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.
Ready to connect
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tijori-financeMCP serverCommerce & finance
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and concall transcripts.
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transcriptionMCP serverFiles & storage
AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text export.
Ready to connect
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typedb-mcpMCP serverDatabases & data
Execute TypeQL queries and manage databases and users on a TypeDB server.
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untermMCP serverAI & models
The terminal AI agents can drive: spawn panes, run commands, read screens, scrolling screenshots.
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.
8,118 of the 11,373 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.