reports
Ecosystem report
The State of MCP Servers
A live snapshot of the MCP server ecosystem from verified data — refreshed hourly as the crawler runs. 1038 servers cleared the indexability bar and are published.
- 1038
- indexed servers
- 7
- official
- 26
- partner
- 31
- handshake-verified
- 240
- tools extracted
01Highest trust
| Server | Status | Trust |
|---|---|---|
| MCP Registry Server Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server. | official | 100 |
| servers Model Context Protocol Servers | official | 86 |
| @modelcontextprotocol/inspector-server Server-side application for the Model Context Protocol inspector | official | 86 |
| @modelcontextprotocol/server-pdf MCP server for loading and extracting text from PDF files with chunked pagination and interactive viewer | official | 86 |
| @modelcontextprotocol/conformance A framework for testing MCP (Model Context Protocol) client and server implementations against the specification. | official | 80 |
| Grafana Search dashboards, investigate incidents and query datasources in your Grafana instance | partner | 76 |
| XcodeBuildMCP A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects. | partner | 76 |
| @azure/mcp Azure MCP Server - Model Context Protocol implementation for Azure | partner | 76 |
| @supabase/mcp-server-supabase MCP server for interacting with Supabase | partner | 76 |
| mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration. | partner | 76 |
02Most adopted
By GitHub stars.
| Server | Status | Stars |
|---|---|---|
| ECC The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | community | 223707 |
| n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | community | 194630 |
| open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) | community | 143497 |
| cc-switch A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io | community | 111086 |
| gemini-cli An open-source AI agent that brings the power of Gemini directly into your terminal. | community | 105667 |
| servers Model Context Protocol Servers | official | 87887 |
| @paperclipai/mcp-server Model Context Protocol server for Paperclip. | community | 72273 |
| Scrapling 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! | community | 67303 |
| awesome-claude-skills A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | community | 66390 |
| ruflo 🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration | community | 62158 |
03Biggest trust gains
Servers whose trust score rose the most since their previous scoring — real movement from the score history, not vanity growth.
| Server | Was | Now | Change |
|---|---|---|---|
| Thirdweb | 45 | 55 | +10 |
| toolkit-mcp-server | 45 | 55 | +10 |
| p4mcp-server | 49 | 55 | +6 |
| memora | 52 | 58 | +6 |
| Pepper | 49 | 52 | +3 |
| awesome-finance-mcp | 43 | 46 | +3 |
| faucet | 49 | 52 | +3 |
| homeassistant-mcp | 49 | 52 | +3 |
| altium-mcp | 49 | 52 | +3 |
| 50-essential-mcp-servers | 55 | 58 | +3 |
04Newest additions
| Server | Status | Trust |
|---|---|---|
| ai.aviado/health Supplement research, biomarker effects, drug interactions, and brand quality data | community | 56 |
| ai-mcp-server 本地 MCP 橋樑：把多個 API key + endpoint 收編為統一的模型能力池，給 Agent 透過 MCP 調用 | community | 53 |
| @ryancardin/noaa-tides-currents-mcp-server MCP Server that interfaces with NOAA Tides and Currents API using FastMCP | community | 43 |
| @esaio/esa-mcp-server Official MCP server for esa.io - STDIO transport version | community | 55 |
| mcp-searxng MCP server for SearXNG integration | community | 58 |
| @aws/run-mcp-servers-with-aws-lambda Run Model Context Protocol (MCP) servers with AWS Lambda | partner | 73 |
| @ai-sdk/mcp The **Model Context Protocol (MCP) client** for the [AI SDK](https://ai-sdk.dev/docs) lets you connect to MCP servers and use their tools with AI SDK functions like `generateText` and `streamText`. | partner | 76 |
| reaper-mcp A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities. | community | 55 |
| dicom-mcp Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) | community | 55 |
| onenote-mcp MCP server for Microsoft OneNote | community | 29 |
Next step
Browse the full index, or package a verified server into a governed Loadout.
Explore all servers