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: AI & models
1,568 results · page 7 of 53
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kittyclawMCP serverAI & models
Drive KittyClaw, a self-hosted agent-fleet kanban, from any MCP client (embedded /mcp endpoint).
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netlogo-mcpMCP serverAI & models
Create, run, and analyze NetLogo agent-based models through natural conversation
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thumbgateMCP serverAI & models
Pre-action gates that block AI agents from repeating known mistakes.
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delegoMCP serverAI & models
Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.
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docpullMCP serverAI & models
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
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marzban-mcpMCP serverAI & models
Manage Marzban panels through the Model Context Protocol.
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rails-agent-skills-mcpMCP serverAI & models
Rails development skills, docs, and workflows exposed through MCP stdio.
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sleepwalkerMCP serverAI & models
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.
Ready to connect
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speclockMCP serverAI & models
AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.
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toposMCP serverAI & models
Structural code-quality tools for AI coding agents.
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agentbridgeMCP serverAI & models
Control Classic Mac OS (System 7-9) from AI agents via shared folder protocol.
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codex-mcp-toolMCP serverAI & models
MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review
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claude-faf-mcpMCP serverAI & models
Persistent project context for Claude. IANA-registered .faf format.
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inbedMCP serverAI & models
AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai
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leantokenMCP serverAI & models
Token-bounded repository context for coding agents over MCP.
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neus-mcpMCP serverAI & models
The trust harness for AI agents. Set what an agent can do before it acts.
Ready to connectcaution
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t2000MCP serverAI & models
MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport
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agent-droid-bridgeMCP serverAI & models
MCP server giving AI agents eyes and hands inside Android devices via ADB
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m1ndMCP serverAI & models
The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
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world-model-mcpMCP serverAI & models
Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.
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kivgraphMCP serverAI & models
Cross-repository semantic code intelligence for AI coding agents, from a local code graph.
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uiverifyMCP serverAI & models
MCP server for visual regression testing: triage a PR's UI diffs from your coding agent.
Ready to connect
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claude-octopusMCP serverAI & models
Spawn multiple specialized Claude Code agents as MCP servers, each independently configured.
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codex-octopusMCP serverAI & models
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
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context-foundryMCP serverAI & models
Recursive Claude spawning for autonomous project builds with self-healing test loops
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hunchMCP serverAI & models
Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.
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hushMCP serverAI & models
A secret store for AI agents: the agent never sees the plaintext.
Ready to connect
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jaxonomyMCP serverAI & models
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
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maven-decoder-mcpMCP serverAI & models
Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.
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serial-mcp-serverMCP serverAI & models
Let AI agents interact with serial devices — list ports, connect, send, and read.
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.
7,957 of the 11,211 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.