# Protocol service

The MCP service backend of Cline, providing core functions of knowledge base integration and retrieval

The Specifai MCP Server is a model context protocol server used for integration and automation with AI tools that support the MCP protocol, providing a tool for reading documents generated by the Specifai project.

Ahrefs MCP is a model context protocol server used to connect Claude Desktop and other compatible AI assistants to the Ahrefs service.

A simple implementation of the model context protocol server, including a dummy tool.

A server-side demonstration project based on the Model Context Protocol, developed using TypeScript

Code repository for the Model Context Protocol server

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

MetaTrader MCP Server is a Model Context Protocol server built on Python, aiming to achieve automated trading on the MetaTrader platform through AI large language models (LLMs). It supports integration with LLM tools such as Claude Desktop and Open WebUI and provides an HTTP server interface.

The Integrator MCP Server is a legacy model context protocol server that can convert Integrator automated workflows into tools that can be called by AI assistants, enabling two-way interaction.

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.

Penumbra Model Context Protocol (MCP) server built on offeryn

React MCP is a service that implements the Model Context Protocol, providing Claude AI with the ability to interact with React applications, supporting the creation, running, and management of React projects, as well as file operations and terminal command execution.

The Databricks MCP Server is a service based on the MCP protocol that allows LLM tools to interact with the Databricks platform, providing management functions for clusters, jobs, notebooks, etc.

OpenRouter language model conversation management server based on the MCP protocol

Code Index MCP is a code indexing and analysis server based on the Model Context Protocol (MCP), providing functions such as code search, file analysis, and intelligent filtering. It supports multiple programming languages and helps developers efficiently manage codebases.

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.

The SingleStore MCP Server is a service based on the Model Context Protocol (MCP) for managing context between large language models (LLMs) and external systems. It supports interacting with SingleStore through natural language and simplifies complex operations.

A Monorepo project containing TUI tools and various MCP servers for quickly installing and running Model Context Protocol services, supporting platforms such as Shortcut, Notion, Coderabbit, etc.

Waldur MCP Server is a model context protocol service based on Claude Desktop, providing two modes: local development configuration and publishing configuration, and supporting building and publishing through the uv package manager.

Ordiscan MCP Server is a Model Context Protocol server for retrieving information about Ordinals and Runes on Bitcoin

The MySQL MCP server is a model context protocol service for interacting with MySQL databases. It supports querying and modifying data, provides read and write operation tools, and controls permissions through environment variables.

A MongoDB server based on the Model Context Protocol (MCP) that allows LLMs to interact directly with MongoDB databases, supporting operations such as querying, schema inspection, and data management.

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.

Lucidity is a Model Context Protocol (MCP) server that aims to improve the quality of AI-generated code through intelligent prompt analysis. It provides structured guidance to help identify and resolve code quality issues, supports multiple programming languages, and can seamlessly integrate with AI assistants.

Implementation of the HANA Cloud MCP Server, providing model context protocol services

The Exa MCP server is a middleware that connects AI assistants and the Exa Search API, enabling AIs like Claude to safely conduct real-time web searches and obtain structured results.

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

A Node.js-based implementation of the model context protocol server, providing support for example tools.

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.