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

1,572 results · page 5 of 53

  • agentmakoMCP serverAI & models

    Local-first codebase intelligence MCP server for AI coding agents.

    ★ 51

    github.com/drhalto/agentmako

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  • martin-loopMCP serverAI & models

    One system around coding agents to run, verify, recover, and hand off software work.

    ★ 51

    github.com/keesan12/martin-loop

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  • credit-optimizerMCP serverAI & models

    Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

    ★ 50

    github.com/rafsilva85/credit-optimizer-v5

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  • proofflowMCP serverAI & models

    Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

    github.com/hyperion-gpu/proofflow-v0.1

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  • agentmapMCP serverAI & models

    The TS/JS-accurate repo map for coding agents: ts-morph import/symbol/call graph + MCP query tools

    github.com/raymondchins/agentmap

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  • argotMCP serverAI & models

    Read-only context and complete checks against patterns learned from git history. Local; no LLM.

    github.com/get-tmonier/argot

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  • perplexity-comet-mcpMCP serverAI & models

    Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management

    github.com/rapiercraft/perplexity-comet-mcp

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  • simmer-mcpMCP serverAI & models

    Trade prediction markets with AI agents — skill discovery, autoresearch, and execution.

    github.com/spartanlabsxyz/simmer-sdk

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  • understand-quicklyMCP serverAI & models

    Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

    github.com/looptech-ai/understand-quickly

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  • blockscout-mcp-serverMCP serverAI & models

    Provide AI agents and automation tools with contextual access to blockchain data including balance…

    Ready to connect

    github.com/blockscout/mcp-server

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  • heraldMCP serverAI & models

    Stop copy-pasting between Claude Chat and Claude Code.

    Ready to connectcaution

    github.com/btouchard/herald

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  • semaMCP serverAI & models

    MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

    github.com/sema-lisp/sema

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  • preflightMCP serverAI & models

    New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)

    github.com/newrelic-experimental/preflight

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  • newsmcpMCP serverAI & models

    Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.

    github.com/pranciskus/newsmcp

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  • trayd-mcpMCP serverAI & models

    Trade Robinhood through natural language in Claude Code.

    Ready to connect

    github.com/trayders/trayd-mcp

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  • agent-mcp-gatewayMCP serverAI & models

    On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

    github.com/roddutra/agent-mcp-gateway

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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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  • 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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  • 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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  • scopus-mcpMCP serverAI & models

    A Model Context Protocol server for the Elsevier Scopus API

    github.com/qwe4559999/scopus-mcp

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  • Umbraco-CMS-MCP-DevMCP serverAI & models

    A developer focused model context protocol (MCP) server for Umbraco CMS

    github.com/umbraco/umbraco-cms-mcp-dev

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  • flstudio-mcpMCP serverAI & models

    Control FL Studio with Claude: in-DAW mixing, diagnosis, routing, and composition.

    github.com/rosasynthesiz/flstudio-mcp

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  • HALMCP serverAI & models

    HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models

    github.com/deanward/hal

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  • hithereiamaliff-mcp-nextcloudMCP serverAI & models

    A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

    Ready to connect

    github.com/hithereiamaliff/mcp-nextcloud

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  • agoragenticMCP serverAI & models

    Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

    Ready to connect

    github.com/rhein1/agoragentic-integrations

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  • mdk-mcp-serverMCP serverAI & models

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    github.com/sap/mdk-mcp-server

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  • specpilotMCP serverAI & models

    Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

    Ready to connect

    github.com/girishr/specpilot

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  • testrail-mcp-serverMCP serverAI & models

    Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.

    github.com/uarlouski/testrail-mcp-server

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  • selvageMCP serverAI & models

    An LLM-based code review MCP server with AST-powered smart context extraction

    github.com/selvage-lab/selvage

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  • bhived-mcpMCP serverAI & models

    Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

    github.com/artkeyai/bhived-mcp

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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.

7,956 of the 11,215 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