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.

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

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Official MCP Servers for AWS

Specification and documentation for the Model Context Protocol

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

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

Model Context Protocol(MCP) 编程极速入门

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

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

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

🔥 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)

extendable code review and QA agent 🚢

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

Security scanner for AI agents, MCP servers and agent skills.

The official MCP server implementation for the Perplexity API Platform

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)

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

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

Model Context Protocol (MCP) server for Kubernetes and OpenShift

An MCP server that autonomously evaluates web applications.

The TypeScript MCP framework

Connect AI models like Claude & GPT with robots using MCP and ROS.

Skybridge is a framework for building ChatGPT & MCP Apps

The Typescript MCP Framework

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and STREAMABLEHTTP access protocols to deploy MCP。

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

Complete MCP Platform -- Hosting, Registry, Gateway, and Chat Client