Model Context Protocol (MCP)
The Model Context Protocol (MCP) is an open standard for connecting AI applications to external data sources, tools, and workflows. It defines a consistent way for clients and servers to exchange context and capabilities, reducing the need for custom integrations between every model application and service. MCP can help make information and actions available to AI systems while keeping connections structured and explicit.
Open source tools in this area include server and client libraries, integrations for databases and services, development and debugging utilities, and gateways that coordinate multiple connections. When choosing a tool, consider its protocol support, maturity, maintenance activity, license, security model, runtime requirements, and compatibility with your existing AI applications. This area is useful to developers building AI agents, organizations integrating models with internal systems, and contributors creating reusable connections.
6 repositories · updated October 3, 2026

fastmcp: Build MCP Servers, Clients, and Apps in Python
FastMCP is a Python framework for building Model Context Protocol servers, clients, and interactive apps. It turns Python functions into MCP tools and manages protocol details such as schemas, transport, and authentication.

ext-apps: Add Interactive UIs to MCP Tools
MCP Apps is a specification and TypeScript SDK for serving interactive interfaces from MCP servers inside compatible AI chat clients. It helps server and client developers connect tool results to sandboxed, bidirectional UI experiences.

java-sdk: Build MCP Clients and Servers in Java
The official Java SDK for building Model Context Protocol clients and servers. It provides transport and JSON integration options for Java applications that need to exchange requests, notifications, and streaming data with MCP services.

typescript-sdk: Build Model Context Protocol Clients and Servers
The official TypeScript SDK for building Model Context Protocol clients and servers. It provides transports, server and client libraries, and optional framework adapters for applications that exchange context with LLMs through MCP.

wordpress-mcp: Connect WordPress to MCP
An archived PHP project for adding Model Context Protocol support to WordPress. It is retained for historical reference; new integrations should use the WordPress mcp-adapter project and current setup documentation.

apple-health-mcp: Query Apple Health Data with AI Assistants
A local MCP server that lets AI assistants query Apple Health CSV exports with DuckDB. It suits people who want to explore personal health history through SQL-backed tools while keeping the export on their own computer.