# Protocol Server

A Python-based MCP server project designed for Claude AI to test the AI's ability to write code by itself, including a complete project structure and development specifications.

nostrdb-mcp is an MCP protocol server that provides a nostrdb query interface for LLMs.

An MCP protocol server that provides MySQL database operations, allowing AI models to interact with MySQL databases through a standardized interface.

An MCP server supporting real-time WebSocket updates

TianGong LCA Model Context Protocol Server, supporting two communication protocols: STDIO and SSE

The MCP server CLI tool of Specif-ai for model context protocol communication

Email MCP is a simple Model Context Protocol server that adds email capabilities to AI agents, supports POP3 and SMTP protocols, and provides functions for sending, receiving, and managing emails.

Ashra MCP is a model context protocol server designed for Ashra, supporting configuration and invocation through the Claude client.

This project is an open-source project that builds an MCP (Model Context Protocol) server from scratch using Python. It supports custom packet handling, context management, and basic model integration, aiming to achieve efficient server interaction and communication.

The Roblex Studio MCP Server is a standalone server designed specifically for Roblox Studio, implementing the Model-Context-Protocol specification and supporting AI-driven workflows through a unified protocol.

MyMCP Prompt is a tool that generates Model Context Protocol (MCP) servers through natural language descriptions. It uses the Google Gemini API to convert user descriptions into functional Python MCP servers and corresponding JSON configurations. The project includes a Flask backend and a React frontend, providing a web interface for users to enter server descriptions and display the generated code and configurations.

MCP Server Development Guide and Multi - language Examples

mcp-server-llmling is an MCP protocol server based on YAML configuration, providing functions such as resource management, tool systems, and prompt templates for LLM applications.

An API server based on the Model Context Protocol that provides authentication management and external API call functions, supporting secure token management and multiple response formats.

GitHub MCP Server is a protocol server that implements GitHub CLI functions, supporting GitHub operations such as repositories, issues, and pull requests, and providing an efficient and secure integration solution.

An MCP server project that enables interaction between Claude Desktop and Google Gemini AI models

This project includes the Cloud Security Alliance Model Context Protocol server, covering various functional modules and service interfaces.

The Xircuits MCP Component Library is a visual programming tool library for implementing Model Context Protocol (MCP) servers. It provides components for creating, configuring, and running MCP servers, and supports interactions with LLM applications through resources, tools, and prompt templates.

A Model Context Protocol server for DICOM connection testing

Longport - MCP is the MCP server implementation of Longport OpenAPI

An implementation of the Model Context Protocol server based on Apache OpenDAL™, providing seamless access to multiple storage services.

A simple model context protocol server designed for KubeVirt

Daraja MCP is a protocol server connecting AI with Safaricom M-Pesa payment services, supporting AI-driven financial transaction automation.

A server that provides model context protocol services for Dify AI, supporting chat completion functions and a restaurant recommendation tool.

CrewAI Enterprise - level MCP Server implementation for deploying and managing AI workflows

A simple implementation of the Model Context Protocol (MCP) server, demonstrating basic functions such as resource handling, prompt management, and tool execution, including TypeScript support and built - in testing.

Guide to Installing and Running MCP Server