modelcontextprotocol

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microsoft /mcp-for-beginners

Star13.7k

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

javascript python java rust typescript csharp model mcp javascript-applications model-context-protocol mcp-server modelcontextprotocol mcp-client mcp-security

UpdatedDec 15, 2025
Jupyter Notebook

tadata-org /fastapi_mcp

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Star11.3k

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

ai authentication mcp openapi authorization cursor claude windsurf fastapi llm mcp-servers mcp-server modelcontextprotocol

UpdatedNov 24, 2025
Python

mcp-use /mcp-use

Star8.7k

mcp-use is the easiest way to interact with mcp servers with custom agents

python typescript ai mcp llms chatgpt agentic-framework model-context-protocol mcp-servers mcp-server modelcontextprotocol mcp-client mcp-tools mcp-host claude-code mcp-gateway mcp-inspector mcp-ui apps-sdk mcp-apps

UpdatedDec 17, 2025
TypeScript

awslabs /mcp

Star7.7k

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

aws mcp mcp-servers mcp-server modelcontextprotocol mcp-client mcp-tools mcp-host mcp-clients

UpdatedDec 17, 2025
Python

mrexodia /ida-pro-mcp

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Star4.6k

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

ai mcp reverse-engineering ida-pro binary-analysis ida-plugin aiagent mcp-server modelcontextprotocol

UpdatedDec 11, 2025
Python

liaokongVFX /MCP-Chinese-Getting-Started-Guide

Star3.2k

Model Context Protocol(MCP) 编程极速入门

ai mcp deepseek mcp-server modelcontextprotocol

UpdatedApr 23, 2025

metorial /metorial

Star3.2k

Connect any AI model to 600+ integrations; powered by MCP 📡 🚀

agent docker security mcp container agentic-workflow agentic-ai modelcontextprotocol

UpdatedDec 17, 2025
TypeScript

supermemoryai /apple-mcp

Star2.9k

Collection of apple-native tools for the model context protocol.

applescripts modelcontextprotocol

UpdatedAug 11, 2025
TypeScript

opensolon /solon

Star2.7k

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)

plugin java microservice rest-api web-framework rpc openai remoting ioc-framework aop-framework no-spring solon solon-cloud llm no-servlet miro-framework mcp-server modelcontextprotocol

UpdatedDec 17, 2025
Java

Jpisnice /shadcn-ui-mcp-server

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Star2.5k

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

react npm vuejs typescript ui react-native ai vue mcp nextjs npm-package svelte ts webdev expo npx sveltekit shadcn-ui modelcontextprotocol

UpdatedDec 17, 2025
TypeScript

mattzcarey /shippie

Star2.3k

extendable code review and QA agent 🚢

github agent qa opensource mcp openai code-review code-quality quality-assurance cicd agents qa-automation huggingface gpt-4 modelcontextprotocol

UpdatedNov 24, 2025
TypeScript

brightdata /brightdata-mcp

Star1.8k

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

mcp scraping web-scraping data-extraction data-collection structured-data web-crawling browser-automation ai-agents web-data scraping-tools anti-bot-detection llm ai-integrations mcp-server modelcontextprotocol

UpdatedDec 16, 2025
JavaScript

MCPJam /inspector

Sponsor

Star1.5k

Build ChatGPT Apps and MCP servers locally.

opensource mcp chatgpt modelcontextprotocol mcp-tools mcp-clients mcp-apps

UpdatedDec 17, 2025
TypeScript

f /mcptools

Sponsor

Star1.4k

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

mcp mcp-server modelcontextprotocol

UpdatedNov 15, 2025
Go

invariantlabs-ai /mcp-scan

Star1.4k

Constrain, log and scan your MCP connections for security vulnerabilities.

agent security ai mcp modelcontextprotocol

UpdatedDec 17, 2025
Python

withRefresh /web-eval-agent

Star1.2k

An MCP server that autonomously evaluates web applications.

debugging qa mcp debugging-tool playwright mcp-server modelcontextprotocol vibe-coding vibe-testing

UpdatedDec 6, 2025
Python

basementstudio /xmcp

Star1.2k

The TypeScript MCP framework

framework typescript mcp modelcontextprotocol

UpdatedDec 17, 2025
TypeScript

chongdashu /unreal-mcp

Star1.1k

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

unreal-engine-5 mcp-server modelcontextprotocol