ベスト＆人気の MCP サーバー

HA

headroomlabs-ai/headroom

Developer tools

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

WW

webiny/webiny-js

Developer tools

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server.

WP

wjz-p/gemini-skill

Developer tools

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

SM

shaneholloman/mcp-knowledge-graph

Productivity workflow

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

CL

context-labs/whip

Developer tools

A fast coding-agent harness in Go. Tool-use loop, bubbletea TUI, provider-routable models with live catalog discovery, MCP support, background subagents.

RX

runesleo/x-reader

Browser automation

Universal content reader MCP Server for 10+ platforms

MP

microsoft/powerbi-modeling-mcp

Developer tools

The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.

MW

microsoft/work-iq

Developer tools

MCP Server and CLI for accessing Work IQ

AM

affaan-m/agentshield

Developer tools

Scans Claude Code setups for hardcoded secrets, permission misconfigs, hook injection, MCP server risks, and agent prompt injection vectors.

DM

do1e/mijia-api

Developer tools

执行 uvx mijiaAPI login -p /path/to/auth.json 登录后，在 MCP 客户端配置中添加以下内容即可接入米家：

UE

usefulsoftwareco/executor

Developer tools

The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

AA

automation-ai-labs/mcp-link

Developer tools

Convert Any OpenAPI V3 API to MCP Server

CG

copilotkit/generative-ui

Developer tools

Generative UI examples for: AG-UI, A2UI/Open-JSON-UI, and MCP Apps.

HM

hustcc/mcp-mermaid

Developer tools

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

DJ

disler/just-prompt

Developer tools

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

TR

taybenlor/runno

Developer tools

Runno is a collection of JavaScript Packages for running code in various languages inside a sandbox. It's made of the following packages:

GC

googlecolab/colab-mcp

Developer tools

An MCP server for interacting with Google Colab

RW

rusiaaman/wcgw

Developer tools

Shell and coding agent on mcp clients

MO

moltis-org/moltis

Developer tools

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools.

AB

agentic-box/memora

Developer tools

"You never truly know the value of a moment until it becomes a memory."

CC

codebendkit/codeseek

Developer tools

AST-based call graph analysis + semantic search — right from your terminal.

BG

beihaili/get-started-with-web3

Developer tools

An open-source, bilingual, AI-native Web3 curriculum for beginners, builders, and agents. 11 modules, 62 lessons, AI Tutor, badges, SEO prerendering, llms.txt, and a read-only MCP server.

TE

tencentedgeone/edgeone-makers-mcp

API development

An MCP service for deploying full-stack projects to EdgeOne Makers and obtaining publicly accessible URLs.

CR

chenningling/redbook-search-comment-mcp2.0

Developer tools

这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。