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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11,375 results · page 49 of 380
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elefanteMCP serverDocs & knowledge
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.
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finstack-mcpMCP serverDatabases & data
India-first MCP server for NSE/BSE, fundamentals, analytics, and market research workflows.
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gmc-mcpMCP serverDev tools
MIT-licensed pip-installable MCP for Google Merchant Center on Merchant API v1 (126 tools).
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gpu-mcp-serverMCP serverDocs & knowledge
NVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power. Supports MIG.
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graphpilotMCP serverDocs & knowledge
Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.
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jfrog-mcp-serverMCP serverDev tools
MCP Server for JFrog, providing tools for development and artifact management.
Ready to connect
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korean-secondary-learning-map-mcpMCP serverDev tools
한국 중등 2022 개정 교육과정 학습 그래프 MCP 서버 (중학교 714 · 고교 3,124 성취기준 · 원문 수록 · 중→고 전이)
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kronan-mcpMCP serverDev tools
MCP server for the Krónan grocery store API (Iceland)
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mcp-fns-checkMCP serverDev tools
Russian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.
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mcp-imagenateMCP serverMedia
MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)
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mcp-ip2location-ioMCP serverDev tools
IP Geolocation MCP server that query the geolocation information using IP2Location.io API.
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mcp-victoriatracesMCP serverDocs & knowledge
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
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mirror-mcpMCP serverAI & models
Mirror MCP: Introspection for LLMs
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mistral-mcpMCP serverMedia
Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.
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my-cool-proxyMCP serverDev tools
An MCP server gateway that minimizes context usage via progressive Lua-driven discovery 🌙
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pmll-memory-mcpMCP serverDocs & knowledge
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
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prodlintMCP serverSecurity
Production readiness for vibe-coded apps. 52 checks for security, reliability, and performance.
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pulse8-ai-cortex-knowledge-vaultMCP serverSearch
Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.
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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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repo-graphMCP serverAI & models
Structural graph map of any codebase so LLMs navigate by structure, not guesswork.
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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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tachibot-mcpMCP serverAI & models
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.
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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.
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.
8,117 of the 11,375 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.