Discover Awesome MCP Servers

React Native Upgrader MCP

Streamlines React Native CLI project upgrades by providing automated tools to generate detailed diffs and migration guidance between any React Native versions. Uses rn-diff-purge to help developers seamlessly upgrade or downgrade their projects with step-by-step instructions.

Simple PostgreSQL MCP Server

一个用于构建自定义 MCP 服务器的模板项目，该服务器能够直接访问 PostgreSQL 数据库，并允许通过模型上下文协议 (Model Context Protocol) 执行 SQL 查询和检索模式信息。

SynapBus

MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI, semantic search, analytics dashboard. Single Go binary, local-first.

eco-mcp-app

An MCP server that provides live status updates for the Eco via Sirens game server, displaying meteor countdowns, player statistics, and world information directly within Claude Desktop. It also serves as a minimal reference implementation for building MCP Apps in Python without complex tooling.

WeChat Article Extractor

Extracts title, author, and content (in Markdown format) from WeChat official account articles via URL, supporting both MCP stdio and HTTP server modes.

Components Build MCP

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

Mutation Clinical Trial Matching MCP

A Model Context Protocol server that enables Claude Desktop to search clinicaltrials.gov for matching clinical trials based on genetic mutations provided in natural language queries.

Price Monitor MCP Server

Monitors product prices by comparing database reference prices with real-time G-Market prices and sends Slack notifications when prices drop.

diff-mcp

比较两个文本或数据（支持文本差异、JSON、JSON5、YAML、TOML、XML 和 HTML）。由 jsondiffpatch 提供支持。 (Bǐjiào liǎng gè wénběn huò shùjù (zhīchí wénběn chāyì, JSON, JSON5, YAML, TOML, XML hé HTML). Yóu jsondiffpatch tígōng zhīchí.)

Spraay x402 MCP Server

Connects AI agents to the Base network for onchain data, batch USDC payments, and access to over 200 AI models. It utilizes the x402 protocol to enable pay-per-request functionality using USDC without requiring traditional API keys or accounts.

stooq-mcp

A Model Context Protocol (MCP) server written in Rust that fetches stock price data from stooq.com.

MCP Async Server

This server implements the Model Context Protocol (MCP) to handle asynchronous tasks with real-time status tracking, robust error handling, and automatic resource management.

miniMCP

A lightweight MCP server that connects a local AI model (Ollama) with custom CRUD tools for an in-memory database, enabling natural language database management.

Memstate MCP

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

Facebook Ads MCP Server by CData

Facebook Ads MCP Server by CData

MCP Server for NovaCV

A Model Context Protocol server for accessing NovaCV resume services API, enabling users to generate PDF resumes, analyze resume content, convert resume text to JSON format, and get available resume templates.

Simple Code Review Assistant

Enables AI models to access GitHub repository information and search local documentation files. Provides three basic tools: fetching repository details, retrieving file contents from GitHub, and searching through local markdown documentation.

simple-mcp-server

一个用 TypeScript 编写的简单 MCP 天气服务器

Statelessor MCP Server

Analyzes .NET and Java projects to detect stateful code patterns and provides remediation guidance for migrating to stateless architectures.

Lingshu FastMCP Medical AI Service

Enables medical image analysis, structured medical report generation, and medical Q\&A through the Lingshu medical AI model. Provides healthcare professionals and developers with AI-powered medical assistance capabilities via a FastMCP server interface.

Microsoft MCP

A powerful MCP server that enables AI assistants to interact with Microsoft Graph API for managing Outlook emails, Calendar events, OneDrive files, and Contacts through natural language commands.

Qweather Mcp Server

和风天气 API MCP 服务 (练习用)

CodeKarma MCP Server

Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

Medicaid MCP Server

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

Simple Remote MCP Server

A template and demonstration project for building, testing, and deploying remote MCP servers using FastMCP and uv. It provides a foundational structure for creating MCP-compliant tools that can be hosted publicly and integrated with LLM agents.

MeiGen AI Image Generation MCP

Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.

PetSmart MCP Server

Enables AI assistants to search for pet products, manage shopping carts, and book grooming or training services directly through PetSmart's website. It also facilitates finding nearby store locations and accessing detailed product specifications.

OpenAPI x MCP

制作 Minecraft 服务端的 CLI 工具