# Protocol service

An MCP server that connects AI assistants with the Metabase analytics platform, providing functions such as data query and dashboard access, and supporting two authentication methods.

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.

MCP API Connect is a tool that connects any REST API through the Model Context Protocol (MCP) server. Users can quickly access it by providing the API documentation and key.

A Model Context Protocol (MCP) server for Incident.io integration, providing incident management and severity query functions.

The Aider MCP Server is an experimental model context protocol server used to offload AI coding tasks to Aider, improving development efficiency and flexibility.

An independent implementation of the IOG Model Context Protocol (MCP) server that provides tool registration and data retrieval functions and supports integration with the Windsurf system.

This project implements an MCP server supporting Stdio and SSE transmission based on the official MCP Rust SDK, used to interact with Trustify instances.

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.

This project is a Model Context Protocol (MCP) server implementation for terminal commands, allowing terminal commands to be executed in a specified directory through Claude configuration.

A simple MCP server that enables clients to interact with Claude and execute tool processes

Snowflake MCP Service is a server that implements the Model Context Protocol (MCP), providing the ability for MCP-compatible clients to access Snowflake databases. It supports two authentication methods: password and key pair, and includes core functions such as connection management and query processing.

The OpsLevel MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI to interact with OpsLevel accounts and provides read-only access to various resources.

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.

The Gemini MCP Server project implements the Model Context Protocol (MCP) service, enabling Claude Desktop to interact with Google's Gemini AI model. It provides full MCP protocol support, real - time response streaming, secure API key handling, and configurable model parameters, and is implemented in TypeScript.

GhidrAssistMCP is a powerful Ghidra extension that enables AI assistants and other tools to interact with Ghidra's reverse engineering capabilities through a standardized API by implementing a Model Context Protocol (MCP) server.

DB MCP Server is a multi-database supported server that implements the Model Context Protocol (MCP) and provides AI assistants with the ability to access databases in a structured manner. It supports MySQL and PostgreSQL, can connect to multiple databases simultaneously, automatically generates dedicated tools, and follows a clear architecture design.

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

The Storybook MCP Server is a tool based on the model context protocol that provides functions for interacting with Storybook documentation and component information, including getting the component list, attribute details, and extracting specific information through custom JavaScript tools.

The HLedger MCP Server is a service based on the model context protocol that provides an interface for AI assistants to directly access HLedger accounting data and functions, supporting operations such as querying account balances, generating financial statements, adding new entries, and analyzing accounting data.

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.

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

Sigovenoi MCP is a model context protocol server that provides coding rules and examples for multiple themes and supports integration with multiple development tools.

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 Toolhouse MCP server is an MCP protocol server built on the Toolhouse and Groq APIs, allowing MCP clients (such as the Claude desktop application) to connect and use multiple tools to enhance functionality.

A Medullar space data retrieval server based on the MCP protocol, providing the function of obtaining user space data.

An MCP protocol server that provides access to the tools on the Toolhouse platform

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.