ベスト＆人気の MCP サーバー

GP

gentleman-programming/engram

Developer tools

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

KK

kubeshark/kubeshark

Developer tools

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

AA

activepieces/activepieces

Developer tools

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

WA

wangrongsheng/awesome-llm-resources

Developer tools

🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.

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.

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

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.

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

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.

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.

AB

agentic-box/memora

Developer tools

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

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)

CC

codebendkit/codeseek

Developer tools

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

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：

HM

hustcc/mcp-mermaid

Developer tools

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

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.

AA

automation-ai-labs/mcp-link

Developer tools

Convert Any OpenAPI V3 API to MCP Server

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

CG

copilotkit/generative-ui

Developer tools

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

RW

rusiaaman/wcgw

Developer tools

Shell and coding agent on mcp clients

IM

ip2a/mcpstore

Developer tools

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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。