# MCP protocol

A secure MCP server implementation for executing controlled command-line operations with comprehensive security features.

This project is a CSS teaching MCP server built on Node.js and TypeScript, providing personalized CSS feature update services, including resource management, tool invocation, and prompt guidance functions.

A server implementation based on the Model Context Protocol (MCP) for integrating with Recraft.ai services, enabling AI assistants to generate images using Recraft's API through the MCP framework.

This is an example project of building an MCP server with Go language, showing how to create an MCP service and call it through GitHub Copilot.

The FastDomainCheck MCP Server is a batch domain query service based on the MCP protocol

A server based on the MCP protocol that supports large language models to control WizConnected smart lighting fixtures.

An MCP server example based on FastAPI that provides programming joke services and includes token authentication functionality

Flux ImageGen MCP Server is a dedicated server based on the Model Context Protocol (MCP), focusing on providing image generation and processing functions through Pollinations AI. It supports generating image URLs from text prompts, directly generating images, and managing multiple image generation models.

An MCP server that provides Google custom search functionality and can be installed and configured through Smithery or manually, and integrated into applications such as Claude Desktop.

An MCP server based on TypeScript, implementing a simple note system that provides note resource management, creation tools, and summary generation prompt functions.

MemCP is an extensible memory MCP server designed for AI programming agents. It is extended based on Zep AI's Graphiti project, supports building, maintaining, and querying temporal knowledge graphs, and provides entity extraction, persistent storage, and support for multiple transport protocols.

A minimalist MCP server example based on Java and Spring Boot, which implements weather query functions by calling the Gaode Weather API and supports AI clients to obtain weather data through the MCP protocol.

An example of an MCP server for weather information based on Node.js, providing query functions for weather alerts and forecasts in the US

This project implements an API server that complies with the MCP protocol for searching the PRIDE Archive proteomics database and supports AI models to interact with proteomics datasets through structured function calls.

An MCP server based on the DeepL API, providing text translation and language list functionality.

An MCP server template based on the Bun runtime, specifically designed for building AI Q&A tools, providing interactive quiz functions with multiple categories and difficulty levels.

The Blutui MCP Server project provides the function of operating Blutui accounts through natural language

A simple MCP server implemented in Go language, which communicates with AI models using the JSON - RPC 2.0 protocol through standard input and output streams.

A service that executes JMeter tests via the MCP protocol, supporting the execution of test scripts in both GUI and non - GUI modes.

A minimalist MCP server implemented in bash script, supporting the call of a mathematical addition tool and capable of interacting with LLM through the JSON - RPC protocol.

Random number generation tool based on the Model Context Protocol (MCP)

This project demonstrates how to use Google's ADK (Agent Development Kit) and MCP (Model Context Protocol) to build a YouTube search assistant powered by Gemma 3, supporting natural language queries and formatted search results.

A basic MCP server for AI clients to interact with etcd

A PostgreSQL query server implementing the MCP protocol, providing read-only database query services for clients such as Claude Desktop, including functions such as SQL validation and timeout protection.

This is a service that provides an MCP protocol interface for Elasticsearch 7.x, supporting basic Elasticsearch operations and complete search functions, including advanced features such as aggregation queries and highlighting.

A quick start guide for the Model Context Protocol (MCP), introducing how to configure and use the MCP client on the server and in Cursor.

An MCP server for integrating with Azure DevOps services, providing a standardized interface to query resources such as repositories and pull requests.

A Webex MCP server implemented based on TypeScript, which supports integration with Webex API and provides model context protocol services.

A server based on the Model Context Protocol that integrates the ntfy push notification service, enabling LLMs and AI agents to send highly customizable notifications to devices.

An MCP server based on TypeScript that provides access to the Pixabay image search API