A gallery of official MCP servers and implementations that demonstrate how to expose specific capabilities via the Model Context Protocol. These are directly relevant as they serve as reference and starting points for building and deploying MCP servers.

An example MCP (Machine Communication Protocol) server implemented in .NET that exposes weather forecast and alert tools, designed specifically for integration with Claude for Desktop. This server demonstrates how to build and configure an MCP server as part of the 'Awesome MCP Servers' ecosystem.

An experimental and educational MCP server app for demonstrating remote MCP calls using a Ping-Pong server.

A Java-based MCP (Model Context Protocol) server implementation for weather data, designed to be run via standard I/O. It provides weather forecast and alert information as MCP tools, suitable for integration with clients like Claude for Desktop. This project serves as a concrete example of an MCP server.

An example implementation of an MCP server that provides weather data using the National Weather Service API. Serves as a practical reference for building and running MCP servers, highly relevant for developers seeking inspiration or templates for their own MCP servers.

Official reference implementations and community-built MCP servers that demonstrate secure tool access for LLMs and serve as a foundation for new MCP server deployments.