Discover Awesome MCP Servers

Flutter MCP Service

Provides advanced Flutter development tools via Model Context Protocol with features including widget analysis, documentation search, performance optimization, and code generation.

Salesforce MCP Server by CData

Salesforce MCP Server by CData

FastAPI MCP Server

A sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.

FastApply MCP Server

Enterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.

Terraform Registry MCP Server

Enables AI assistants to search and retrieve information about Terraform providers and modules from the public Terraform registry, including detailed documentation, version information, and resource specifications.

Pokemon Paste MCP Server

Creates shareable Pokepaste URLs from Pokémon team data, allowing users to format and share competitive Pokémon teams via a simple API.

tavily-mcp

tavily-mcp

MCP Website Fetcher

A lightweight MCP server implementation that provides a simple tool for fetching website content, demonstrating how tools can be exposed and interacted with using the MCP protocol.

🤖 MCP Server Examples with AutoGen

这个仓库演示了如何使用AutoGen来集成本地和远程的MCP（模型上下文协议）服务器。它展示了一个使用Stdio的本地数学工具（math_server.py）和一个通过SSE的远程Apify工具（RAG Web Browser Actor），用于执行诸如算术和网页浏览等任务。

trykittai-mcp-server

trykittai-mcp-server

Jokes MCP Server

Enables users to retrieve jokes from various categories including Chuck Norris jokes and dad jokes. Provides a humor-focused tool that can be integrated into Microsoft Copilot Studio agents for delivering appropriate and engaging jokes upon request.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

Playwright MCP

用于 MCP 的 Playwright 封装器，使 LLM 驱动的客户端能够控制浏览器以执行自动化任务。

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

MCP API Documentation System

A fully automated system that analyzes Django REST Framework ViewSets to generate accurate OpenAPI 3.0 specification documentation without manual configuration.

mcp-server-calc

测试 MCP 服务器 (Cèshì MCP fúwùqì)

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

Microsoft Teams MCP Server by CData

Microsoft Teams MCP Server by CData

IR Toolshed MCP Server

A Model Context Protocol server that provides network analysis tools for security professionals, enabling AI models like Claude to perform tasks such as ASN lookups, DNS analysis, WHOIS retrieval, and IP geolocation for security investigations.

k6-mcp-server

一个模型上下文协议 (MCP) 服务器的实现，它允许 AI 助手通过自然语言命令运行 k6 负载测试，并支持自定义测试时长和虚拟用户数量。 (Alternatively, a slightly more literal translation:) 一个模型上下文协议 (MCP) 服务器实现，允许 AI 助手通过自然语言命令来运行 k6 负载测试，支持自定义测试持续时间和虚拟用户。

Python MCP Server

一个模型上下文协议服务器，用于提取和分析 Python 代码结构，重点关注文件之间的导入/导出关系，以帮助 LLM 理解代码上下文。 (Simplified version, emphasizing clarity and common usage:) 一个模型上下文协议服务器，它提取并分析 Python 代码结构，特别是文件之间的导入/导出关系，从而帮助 LLM 理解代码上下文。

Laravel MCP Companion

Provides instant access to comprehensive Laravel ecosystem documentation including multi-version core docs (6.x-latest), Laravel services (Forge, Vapor, Nova, Envoyer), and 42,000+ lines of community package documentation with intelligent search and use-case mapping.