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.
Filter by category
11,201 results · page 6 of 374
- View details
next-devtools-mcpMCP serverCloud & infra
Next.js development tools MCP server with stdio transport
★ 819
- View details
idea-reality-mcpMCP serverDev tools
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
★ 815
- View details
projectmemMCP serverDocs & knowledge
Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
★ 804
- View details
unifi-access-mcpMCP serverDev tools
Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.
★ 804
- View details
deja-vuMCP serverDocs & knowledge
deja-vu: local memory over the session histories of twenty-five coding agents.
★ 802
- View details
tapo-mcpMCP serverAI & models
MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents
★ 799
- View details
openbrandMCP serverWeb & browsing
Extract brand assets (logos, colors, backdrop images, brand name) from any website URL
★ 791
- View details
tickdb-market-dataMCP serverCommerce & finance
Real-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotes
Ready to connect★ 778
- View details
- View details
agent-swarmMCP serverDatabases & data
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
★ 763
- View details
openflowkit-mcpMCP serverMedia
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.
★ 760
- View details
skylosMCP serverSecurity
Dead code, security, secrets detection and code quality for Python, TypeScript, Go.
★ 743
- View details
docling-mcpMCP serverDocs & knowledge
Convert PDFs and other documents to structured formats via Docling, for AI applications.
★ 740
- View details
comfyui-mcpMCP serverMedia
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
★ 739
- View details
ssh-mcpMCP serverMonitoring & ops
Policy-gated, audited SSH for Linux and Windows hosts: roles, approvals, and an audit log.
★ 718caution
- View details
- View details
Nova3DMCP serverAI & models
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script.
★ 703
- View details
mcp-server-excelMCP serverFiles & storage
Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
★ 680
- View details
fablecutMCP serverWeb & browsing
Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
★ 660
- View details
rustunnelMCP serverAI & models
Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.
★ 655
- View details
sonarqube-mcp-serverMCP serverSecurity
Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
★ 643
- View details
sandbase-harnessMCP serverAI & models
Stdio MCP bridge for SandBase Harness agents, sessions, turns, artifacts, and cancellation.
★ 642
- View details
- View details
hustcc-mcp-mermaidMCP serverDev tools
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
Ready to connect★ 634
- View details
tokensaveMCP serverFiles & storage
Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.
★ 625
- View details
kodyMCP serverSearch
Personal assistant MCP server with search, execute, packages, jobs, secrets, and integrations.
Ready to connect★ 618
- View details
vestigeMCP serverDocs & knowledge
Local-first memory for AI agents that reaches backward to find a failure's root cause.
★ 617
- View details
marmotMCP serverSearch
Open-source data catalog. Search assets, explore lineage, and find ownership.
★ 614
- View details
haiku-ragMCP serverSearch
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
★ 607
- View details
coolifyMCP serverSearch
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
★ 589
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.
7,931 of the 11,201 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.