# MCP protocol

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

A Worldpay payment server implementation based on the MCP protocol

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.

Titanic AI Analysis is an educational project that demonstrates how to create a server through the MCP protocol to expose the Titanic dataset to language models such as Claude for analysis. The project includes data resources and tools, supporting complex queries and statistical analysis.

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.

The Bitrefill MCP server is an MCP - protocol - based service written in TypeScript, providing an interface to access Bitrefill services such as gift cards and mobile top - ups. It supports AI assistants to perform product searches, detail queries and order management through the MCP protocol.

An MCP server implementation for Azure DevOps that provides a standardized protocol for AI assistants to access the Azure DevOps API

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 AWS MCP Server is an AWS operation service that implements the Model Context Protocol, supporting S3 and DynamoDB services. All operations are automatically recorded and auditable.

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

The FastDomainCheck MCP Server is a server implementation based on the Model Context Protocol, used for batch checking domain registration status, supporting WHOIS and DNS double verification, and providing a concise output format.

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.

This project is a server based on the MCP protocol, specifically designed to check domain name availability through WHOIS queries and support the integration of domain name checking functionality into tools such as AI assistants.

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.

A secure MCP server implementation for executing controlled command-line operations, with comprehensive security features including command whitelists, path validation, and execution control.

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.

The Sherlock MCP Server is a service for purchasing and managing domain names. It implements a simple note storage system, including a custom URI scheme, note summarization function, and a tool for adding notes.

This is a product information server based on the MCP protocol, dedicated to obtaining detailed information about products such as SuperCoffee under Caffeine Army, including data such as names, descriptions, prices, and suppliers. The project retrieves data through the Shopify API and is built using Node.js and TypeScript.

BNBChain MCP is a plug-and-play tool server that supports functions such as BNB transfers, BEP-20 token operations, and smart contract interactions on Binance Smart Chain, and integrates Claude Desktop and developer tools.

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.

This is a bilingual visual novel game server supporting multi - branch storylines, which can be used as a learning resource for the MCP protocol, supporting YAML - format script writing and expansion.

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.

A Freepik API interaction server based on the Model Context Protocol, providing image and vector graphic search functions.

A simple Ebay server that uses the official MCP Python SDK to handle protocol communication and provides tools for querying Ebay auctions.

A Bitcoin wallet server based on the MCP protocol that supports AI agents to query addresses, balances, and send transactions through instructions.

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.

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 tool for text translation using the MCP protocol