# MCP protocol

An MCP protocol server based on OpenSearch, providing index list functionality.

A Model Context Protocol (MCP) server implemented for Microsoft OneNote, providing a standardized interface for AI language models to interact with OneNote and supporting management functions for notebooks, sections, and pages.

An MCP server based on TypeScript that implements a simple note-taking system for NextJS, providing note resource management, creation tools, and summary generation functions.

This project implements an MCP server based on the FAISS vector database, supporting the Retrieval Augmented Generation (RAG) function, including a complete workflow such as GitHub file download, document indexing, local query, and LLM integration.

FastMCP - Scala is a high - level, developer - friendly library based on Scala 3 for building Model Context Protocol (MCP) servers. It provides ZIO effect handling, annotation - driven APIs, automatic JSON schema generation, and seamless integration with the Java MCP SDK.

An MCP server implementation based on the Cloudflare Flux 1 Schnell AI model, providing a service interface for text-to-image generation.

A tool for text translation using the MCP protocol

The Arithmo MCP Server is a high-performance arithmetic operation server based on the MCP protocol, supporting basic operations such as addition, subtraction, multiplication, and division. It is lightweight and easy to expand.

AWS Security MCP is a service based on the model context protocol that allows AI assistants to independently check and analyze security issues in AWS infrastructure through natural language queries. It supports multiple AWS security services, including IAM, EC2, S3, etc., and provides security recommendations and threat modeling reports.

An MCP server based on TypeScript, implementing a simple note system that supports accessing notes through URIs, creating new notes, and generating note summaries.

This is a Shopify MCP server project that enables interaction between AI agents and Shopify stores through a standardized protocol, providing functions such as API integration, product management tools, and store data access.

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

This project provides a Telegram client library and an MCP server to implement the interaction function between AI assistants and Telegram, including message retrieval, channel search, and pattern filtering.

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.

MCP protocol server based on InterSystems IRIS

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

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

The Volume Wall Detector MCP is a stock trading volume analysis server based on the MCP protocol, providing functions such as real-time trading volume analysis, price level detection, and trading imbalance tracking, and supporting connections with multiple MCP clients.

A tool for interacting with Gmail via the MCP protocol, providing functions such as email listing, searching, and retrieval.

An MCP server based on TypeScript, integrating the Google Gemini Pro model

Build MCP clients and servers for large language models (LLMs)

The LinkedIn MCP Server is a community management API service based on the MCP protocol, supporting local or remote deployment, implementing a third - party authorization process, and providing functions for user information retrieval and post publishing.

mcp - agent is a lightweight AI agent framework based on the Model Context Protocol (MCP), which supports building efficient agent applications through a simple and composable model. It integrates the lifecycle management of the MCP server and implements multiple workflow models, such as parallel processing, routing, evaluation optimization, etc., and is suitable for various AI application scenarios such as multi - agent collaboration and human - machine interaction.

A TypeScript-based MCP server that integrates with Mem0 to provide memory stream functions

This project is a Twitch chat MCP server based on Quarkus. By integrating Twitch chat functionality with the MCP protocol, it provides real - time chat interaction services for tools such as Claude.

A Nessus vulnerability scanning server based on the MCP protocol, supporting vulnerability scanning, management, analysis, and simulation testing functions

This project provides a Claude-compatible Milvus MCP server, including the FastMCP service, Milvus database configuration, and startup scripts, supporting connection and operation of the Milvus vector database through the Claude desktop client.

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.

A type-safe and intuitive Go SDK for building MCP servers

MCP-Twikit is a Model Context Protocol (MCP) server for interacting with Twitter. It supports automatic installation through Smithery or manual configuration, provides functions such as searching for tweets and retrieving timelines, and supports advanced applications such as sentiment analysis.