# Protocol Service

A Locust load test server implementation based on the Model Context Protocol, supporting AI development environment integration

The HuLa MCP Service is a TypeScript implementation based on the Model Context Protocol, providing a backend service for the HuLa instant messaging application with functions such as resource access, tool operations, and context management.

An implementation of Routine's MCP protocol server, supporting integration with clients such as Claude Desktop and performing JSON communication through standard input and output.

MCP-Serve is a multilingual translation service based on the MCP protocol, providing text translation and resource management functions, and supporting interaction with AI models to expand capabilities.

This is a TypeScript-based File System MCP Server that provides a secure and reliable local file system operation interface for AI agents, including functions such as reading, writing, updating, and managing files and directories.

Keycloak Management Protocol Server, providing user and domain management tools

An MCP protocol server that connects AI tools with the CheerLights IoT lighting system

This project implements a Model-Context Protocol (MCP) server and client for MinIO object storage, providing a standardized interaction method, supporting access to text/binary files, querying bucket lists, object operations, etc., and includes a basic client and an Anthropic AI integrated client.

A Model Context Protocol server project built on the mcp - framework, providing a tool development framework and npm publishing support

A Python-based Model Context Protocol (MCP) server with a file system backend that provides functions such as note-taking, file operations, directory management, search, compression, and metadata retrieval.

This project encapsulates MongoDB database operations as an AI tool through the MCP protocol, enabling interactive terminal operations between Gemini AI and MongoDB.

The Slack MCP Server is a model context protocol service designed for Slack workspaces. It supports Stdio and SSE transmission methods and can be integrated and used without the need for workspace administrators to create or approve bot permissions.

The LM Studio MCP Server is a service based on the Model Context Protocol that allows AI assistants to remotely manage models through the LM Studio API, including functions such as viewing, loading, and unloading models.

The MCP Server of QA Sphere enables direct interaction between LLM and test cases

An MCP server prototype designed for Santa, driving the Santa toolchain through LLM

A GitHub interaction server based on the Model Context Protocol, supporting functions such as repository search, issue management, and PR handling.

An AI model interaction server based on FastAPI and MCP protocol, providing standardized context interaction and high-performance API services.

ATLAS is a task management system based on the Model Context Protocol (MCP), providing hierarchical task management functions for large language models, including core components such as task organization, path validation, transaction management, and storage optimization.

A Model Context Protocol server implemented for NebulaGraph, providing graph database access and query functions, and supporting LLM tool system integration.

ResearchMCP is a research service based on the MCP protocol, providing internet research functions by integrating the Perplexity AI API, and supporting configurable parameters and structured logs.

Portkey's Model Context Protocol (MCP) server implementation for connecting AI tools and services. Supports Docker, binary, and source code installation, provides SSE and stdio transport modes, and can be integrated with Cursor IDE and Claude Desktop.

The NSAF MCP Server is a server-side implementation of the Model Context Protocol (MCP) used to connect AI assistants with the Neural-Symbolic Autonomous Framework (NSAF), providing evolutionary algorithms and architecture comparison functions.

The Genesis MCP Server is a model context protocol server supporting visualization functions, specifically designed for Genesis World simulation.

The MCP Ayd Server is an implementation of the Model Context Protocol server designed for Ayd.

A server implementing the Model Context Protocol, providing access to the NebulaGraph database, supporting graph data exploration and query, and easy to integrate with LLM tool systems.

This project is a Model Context Protocol (MCP) server implemented for Mattermost integration. It retrieves and processes information by connecting to Mattermost API endpoints, supports two transmission modes (SSE and standard I/O), and provides real-time message processing and team/channel monitoring functions.

An MCP service based on the Model Context Protocol specification, providing a standardized interface for interacting with Quick Chart. Supports getting chart image links and local service installation.

A Mastodon interaction tool based on the Model Context Protocol, supporting the publication of toots with media attachments.

A client and server project implementing the MCP protocol, providing note storage, summary generation, and note - adding functions

DiceDB MCP is a server that implements the Model Context Protocol (MCP) for interaction between AI applications and the DiceDB database.