# Protocol Service

The Akash MCP Server is a Model Context Protocol (MCP) server implemented in TypeScript, used to connect AI agents and the Akash decentralized cloud network.

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.

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

A Model Context Protocol (MCP) server for Warpcast integration, allowing users to interact with their Warpcast accounts through Claude, supporting functions such as posting, reading posts, searching, and channel management.

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

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

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

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 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.

A server implementing the MCP protocol for seamless integration of AI model interactions with the Beamlit CLI

Cline's MCP protocol backend service, providing knowledge base integration and retrieval functions

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.

FFmpeg-MCP is a server-side project based on the Model Context Protocol, aiming to provide multimedia processing capabilities for LLMs.

A Model Context Protocol (MCP) server implemented for the integration of SAP HANA cloud database and Cursor IDE, providing model management, execution environment configuration, and standardized communication interfaces.

This is a template project for building a Model Context Protocol (MCP) server, providing a basic service framework, tool definition examples, and error - handling mechanisms, and supporting integration with AI systems such as Claude.

The Ollama-MCP-server is a protocol server that connects local Ollama LLM instances with MCP-compatible applications, providing functions such as task decomposition, result evaluation, and model management, and supporting standardized communication and performance optimization.

An MCP protocol server implementation based on TypeScript and Express, focusing on payroll management functions and providing a standardized AI model interaction interface.

The MedixHub MCP Server is a model context protocol service based on JavaScript, integrating medical and health API access functions, providing standardized function execution, parameter verification, and LLM integration, and supporting various medical data queries such as OpenTarget, FDA drug labels, and Monarch databases.

This project implements the MCP server for the Typecast API, providing a standardized way for MCP clients to interact with the text-to-speech service.

An MCP server implemented for the Transcripter project, providing AI-based transcription search, summary generation, and other functions, supporting a standardized model interaction protocol.

The Gaia MCP Server is a server implementation based on the Model Context Protocol (MCP), supporting communication with large language models (LLMs) through stdio and SSE. It provides a standardized tool - calling interface and especially integrates AI image generation and processing functions.

A demonstration project of an MCP server based on TypeScript, showing the core concepts implemented through the project management system, including resource query and tool operation functions.

The Rails MCP Server is a Model Context Protocol server implemented in Ruby, providing a standard interface for Rails projects to interact with large language models.

The WebScraping.AI MCP Server is a protocol service implementation integrating network data extraction functions, providing various web page content processing tools.

The VRChat MCP Server is a standardized protocol service for interacting with the VRChat API, providing access to various functions such as user authentication, friend information, avatar and world data.

The MCP server of TiDB AI, providing a Q&A interface for Cursor

A Model Context Protocol (MCP) server template project based on TypeScript, providing a structured, maintainable and extensible framework, including implementation examples of tools, resources and prompts, supporting configuration management, logging, error handling and containerized deployment.

The MCP server is a platform that supports AI - based autonomous software development. It provides functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full - process automated development from concept to testing.

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