# Protocol service

An implementation of the MCP server for Apache Doris, providing model context protocol services and supporting running through the command line and development mode.

The Vapi MCP server project provides integration with the Vapi API through the Model Context Protocol, supporting functions such as voice assistant management and telephone call scheduling, and is compatible with the Claude Desktop client and remote SSE connections.

MCP Ayd Server is a model context protocol server designed for Ayd, allowing clients to query Ayd's status information through the MCP protocol.

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

A model context protocol server for connecting to the Jean API

An MCP protocol server that integrates AI agents with MagicPod

This project is an implementation of an MCP server based on OpenSearch, providing semantic memory storage and retrieval functions for LLM applications such as Claude, and supporting the connection of AI tools and data sources through a standard protocol.

The D2 MCP Server is a model context protocol server that provides D2 chart generation and operation functions. It supports creating, rendering, exporting, and saving D2 charts through text and has the ability of incremental editing.

A Minecraft model control protocol server based on Mineflayer, providing a standardized JSON - RPC interface for AI agents to control Minecraft robots.

A markdownlint service based on the MCP protocol for validating whether Markdown content meets the specifications, supporting custom configuration and AI integration.

The SurrealDB MCP Server is a server that provides a standardized interface for AI assistants to interact with the SurrealDB database, supporting data querying and operations.

This is a server - side project that implements the Model Context Protocol (MCP). It supports AI assistants to interact with external services and data sources, is compatible with AI assistants such as Claude, and provides task creation, debugging tools, and development guides.

WebSearch-MCP is a service that implements the Model Context Protocol (MCP). It provides web search capabilities by integrating the WebSearch Crawler API and supports multiple AI clients to obtain web information in real-time.

DreamFactory MCP is a Model Context Protocol server for Claude to integrate DreamFactory services, providing installation and configuration guides and development support.

The Chatwork MCP Server is a protocol service for operating Chatwork via AI, supporting configuration and use in tools such as Claude Desktop.

An MCP protocol server based on TypeScript, used for AI assistants to discover and access a structured Markdown instruction library. Provide centralized knowledge base management through a standardized interface, supporting instruction search, version control, and consistency maintenance.

The StateSet MCP Server is a model context protocol service used to integrate with StateSet's issue operating system, enabling LLMs to interact with StateSet.

An MCP server implementation based on Elixir, supporting secure interaction between AI models and local and remote resources via the SSE protocol.

Implementation of AI character model context protocol server

The TestRail MCP Server is an interface service based on the Model Context Protocol, enabling standardized interaction with the TestRail test management system.

The AutoDev MCP example project demonstrates the configuration of Model Context Protocol services implemented in multiple languages

This is an MCP server that provides AI assistants with comprehensive access to Cisco Webex messaging functions. It includes 52 tools and supports enterprise-level functions such as message sending, space management, team collaboration, user management, and Webhook integration. It also supports Docker containerization and dual transport modes.

Model Context Protocol server implementation based on the GitHub API

Math MCP is a mathematical operation protocol service that follows the MCP standard, providing dynamically integrated mathematical operation functions for Claude Desktop.

This is a service implementation based on the Model Context Protocol (MCP), building AI tool services through the tool capabilities provided by the Integration App platform.

Kubernetes MCP is a model context protocol server implemented in Go language, specifically designed to interact with Kubernetes clusters. It provides rich Kubernetes resource management functions through the MCP protocol, supports multiple transmission methods, and includes advanced features such as cluster metric monitoring and log analysis.

GBox MCP Server is a server implementation based on the FastMCP protocol, supporting real-time communication with the GBox game engine and integrating ComfyUI to achieve AI-assisted game development.

Keycloak MCP Server is a service based on the Quarkus framework, used to implement the Model - Context Protocol (MCP) standard and integrate with Keycloak to provide identity and access management solutions.

This project is a server based on the Model Context Protocol (MCP) for integrating the WooCommerce e - commerce platform with AI assistants such as Claude, providing order query and management functions.

Penumbra Model Context Protocol (MCP) server built on offeryn