发现优秀的 MCP 服务器

pgverdict

Postgres performance MCP server that analyzes hotspots, explains query plans, and detects dead-weight indexes. It aims to produce evidence-backed recommendations through a verification loop.

MinIO MCP Server

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

SocialGO MCP Server

Enables AI assistants to search the SocialGO SMM platform catalog and place social-media-marketing orders.

python-openstackmcp-server

Enables AI assistants to manage OpenStack cloud resources including compute, images, identity, network, and block storage via the Model Context Protocol.

hermes-computer-use

Pixel-level browser automation MCP server that drives a real Chrome browser using screenshots as vision input and OS-level mouse/keyboard as output, evading anti-bot detection.

mcp_search_images

一个基于多个图像 API 和图标生成功能的搜索服务，专门设计用于与 Cursor MCP 服务集成。支持图像搜索、下载和 AI 生成的图标。

sanzaru

Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS APIs for generating videos, images, and processing audio.

Research Tracker MCP Server

Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.

✨ Awesome Model Context Protocol (MCP) Servers

🧩 精选的模型上下文协议 (MCP) 服务器列表，这些服务器通过文件、API、数据库等真实世界上下文来扩展 AI 的能力。

MCP Weather Server

Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.

bluedart-mcp-server

MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill creation, tracking, pickup scheduling, and transit time lookup via MCP tools.

MCP Testing Library

MCP 服务器的测试环境

fundos-mcp

AI-native MCP server for fund managers — deal pipeline, LP management, covenant monitoring, VDR document intelligence, fund accounting (K-1, waterfall, audit packs), and HF ops (DTCC CTM, OMS, FIX). 47 tools.

Godot MCP Toolkit

Enables AI assistants to automate Godot 4 projects via headless tooling, live editor control, and runtime remote control, including scene building, testing, and observation.

Code Buddy

A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

MCP Scorecard

Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and actionable findings.

ProDisco

Enables AI agents to interact with Kubernetes clusters through progressive disclosure, where agents discover TypeScript modules via filesystem, write and execute code, and receive summarized console output for cluster management tasks.

youbank-mcp

Enables AI agents to query a personal knowledge vault with hybrid search, entity relationships, user highlights, and vault statistics over a Supabase/Postgres schema.

scratchattach-mcp

由 scratchattach 驱动的 Scratch MCP 服务器。

falllegalpractice-mcp

MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as tools and resources for AI-native applications.

Danger Zone MCP

A Model Context Protocol server that enables safe execution of predefined commands with built-in safety checks, separating regular commands from dangerous operations requiring confirmation.

design-mcp

MCP server for design decisions during a build, providing live UI/animation library docs (via llms.txt) and a curated knowledge base of UX laws and UI conventions. It enables agents to look up real component APIs and apply design best practices, running locally via stdio or hosted on Vercel.

ROADrecon MCP Server

克劳德 MCP 服务器用于对 ROADrecon 数据执行分析。

WeCom MCP

Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural language to manage meetings, book rooms, and search contacts. It supports multiple AI models and provides intelligent contact matching via Pinyin.

mcp-central

模型中心化 MCP 服务器集合

taegis-magic-mcp

An MCP server that wraps the taegis-magic CLI to allow AI assistants to query Secureworks Taegis XDR for alerts, events, investigations, threat intelligence, and tenants via natural language.

DPC MCP Server

Enables querying the DPC Zettelkasten knowledge base with full-text search, note retrieval, and structural GraphQL queries, each answer backed by pinned GitHub source citations.

Image Generator MCP Server

Enables MCP-compatible clients like Claude or ChatGPT to generate images from text prompts using AI, with options for aspect ratio and quality.

vari-mcp

Provides six deterministic, source-attributed hydration calculators (water intake, dehydration check, pregnancy intake, kidney-safe intake, athlete plan, energy optimization) as MCP tools, enabling AI clients to call them via stdio without custom HTTP coding.

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.