# MCP framework

FastMCP is a TypeScript-based framework for building MCP servers that support client sessions. It provides simple definitions for tools, resources, and prompts, supports functions such as authentication, session management, returning image and audio content, logging, error handling, SSE communication, etc., and includes CLI tools for testing and debugging.

MCPML is a Python framework for building servers compliant with the Model Context Protocol (MCP), supporting CLI tools and OpenAI agent functions, and providing features such as dynamic loading and structured output.

The MCP Yahoo Finance Server is a tool based on the Yahoo Finance API for obtaining real-time stock data, company information, and historical price data. It integrates the Multi-Client Protocol (MCP) framework to provide seamless communication between clients and the server, and includes a web UI based on FastAPI and DaisyUI, supporting user interaction through an intuitive interface. The project also integrates Azure OpenAI for natural language query processing.

easyMcp is a tool that helps developers quickly build an extensible MCP server framework, supports two startup modes (stdio and SSE), and simplifies the development process.

An MCP server project built on the mcp-framework, providing a tool development framework and local service integration capabilities, supporting calls from the Claude desktop client.

This project integrates the Nuvama trading platform with Claude AI through the MCP framework, supporting direct stock buying and selling, portfolio query, etc. via AI, and includes a tooling interface for the FastMCP server.

An AI sticky note project based on the MCP framework, supporting adding, reading, and deleting notes, and capable of intelligent summarization through Claude Desktop.

An MCP server for interacting with SQL Server databases built on the mcp - framework, providing tool functions such as database query and schema acquisition.

A Python desktop TXT file management tool based on the MCP framework, providing file statistics, list display, and creation functions

A weather model context protocol (MCP) server project built on the mcp-framework, providing a tool development framework and npm publishing guidelines

A search service project based on MCP and SearxNG

An example project of an intelligent customer service system based on the MCP framework

An Azure service interaction server based on the MCP framework, providing operation tools for storage, virtual machines, and application services.

The Dixa MCP Server is an API service implemented based on the FastMCP framework, providing conversation management and tag operation functions.

FastMCP is a TypeScript-based framework for building MCP servers that support client sessions. It provides the definition of tools, resources, and prompts, supports functions such as authentication, session management, image content return, logging, error handling, SSE communication, etc., and includes CLI tools for testing and debugging.

GitHub MCP Server is a Python-based API tool that interacts with the GitHub REST API through the MCP framework, providing functions to query user information, repository data, and details of authenticated users.

MNS MCP Manager is a management tool based on Alibaba Cloud Message Service (MNS), which provides functions such as queue creation, deletion, and message sending and receiving, and realizes convenient integration through the MCP framework.

A calculator service project based on the MCP framework, providing tool development templates and a quick start guide, supporting publishing via npm and integration with the Claude desktop client.

MCP Hub is a framework for creating and managing Model Context Protocol (MCP) servers and clients, integrating the UV tool to simplify package management and configuration. The project includes AI - related computer vision scripts and dataset processing tools, supporting rapid deployment and development.

A generic MCP server framework that supports function expansion through custom tools, can be integrated with Claude Desktop, and provides development guidance and tool addition examples.

A Kusto query chat application based on Azure OpenAI, implementing client/server interaction through the MCP framework.