# MCP Protocol

A GitHub project management server implementing the Model Context Protocol, providing programmatic management capabilities for GitHub projects to LLM clients through standardized tools.

A server that provides web browsing capabilities for AI applications, supporting intelligent content extraction and structured data capture

ResearchMCP is a research tool that combines the Model Context Protocol (MCP) with multiple search engines, aiming to provide research capabilities similar to ChatGPT DeepResearch.

A multi-language code comment cleaning service based on the MCP protocol, supporting batch processing of files in multiple programming languages. Developed using TDD to ensure quality.

An MCP server based on Python implementation for sequential thinking, which solves complex problems through a step-by-step thinking process, supporting thought revision, branching reasoning, and dynamic adjustment of thinking steps.

Filesys is a file system server based on the MCP protocol that allows LLM agents to conveniently read, write, and list local files via Python.

The HDW MCP Server is a service based on the Model Context Protocol (MCP), providing comprehensive access to LinkedIn data and functions, including user search, profile query, email search, post management, account management, and other functions.

An MCP service based on Beancount, supporting ledger query execution and transaction submission

The LottieFiles MCP server is a Model Context Protocol service for searching and retrieving Lottie animations.

A Todo application based on natural language processing that uses the Google Gemini API to parse commands, MongoDB to store data, and achieves real-time updates through the MCP protocol.

Obtain the user's geolocation through EdgeOne Pages Functions and integrate it with large models

MCP - URL2SNAP is a lightweight Model Context Protocol (MCP) server that allows LLMs to capture web page screenshots by specifying URLs and return image access URLs, simplifying the process of generating and sharing web page snapshots.

Neo4j MCP server implementation that manages graph database operations through the Model Context Protocol, is compatible with Cursor and Claude Desktop, and supports Cypher query execution.

The MCP Rust CLI server template is a Rust-based implementation that demonstrates how to build a CLI service compliant with the Model Context Protocol standard, facilitating the integration of LLM applications with external data sources and tools.

Implementation of the Claude Text Editor MCP Server

The MCP LLMS - TXT documentation server is an open - source tool that allows developers to fully control the document retrieval tools used by IDEs (such as Cursor, Windsurf, etc.) through the MCP protocol, providing customized management and auditing functions for llms.txt files.

An MCP server that provides file system operations for Claude AI

An AI note application based on the MCP protocol, supporting a dual-server architecture and DynamoDB storage

A Model Context Protocol (MCP) server designed for Adobe After Effects, enabling applications such as AI assistants to control After Effects through standardized protocols.

The Hypernym MCP Server provides semantic text analysis and compression tools through the standard MCP interface, helping LLMs access advanced semantic classification and compression functions.

The MindManager MCP Server is a service implementation based on the Model Context Protocol (MCP), providing a standardized interface for the `mindm` library to interact with MindManager on Windows and macOS. It allows for the programmatic operation of elements such as mind map documents, topics, and relationships through the MCP protocol and supports exporting mind maps to multiple formats for use by LLMs.

A command-line interaction tool for MCP servers

A microCMS search server supporting the MCP protocol, used to retrieve and obtain microCMS content from LLMs.

The Toolhouse MCP Server is an MCP protocol server built on the Toolhouse platform and Groq API, allowing MCP clients to connect and use the Toolhouse tool library to enhance functionality.

An implementation of the MCP protocol server based on the Go language, integrating Grafana Loki log query functionality, supporting communication with clients via standard input and output, and providing a Docker deployment method.

An MCP server for interacting with the Playbooks Rules API, providing rule listing, searching, and detail query functions.

The Google Apps Script MCP Server is a service based on the MCP protocol that provides comprehensive integration with the Google Apps Script API, supporting the management of script projects, deployments, versions, and execution through MCP-compatible clients.

The MSSQL MCP Server is an enhanced database management tool that provides comprehensive access to the Microsoft SQL Server database for language models through a standard interface. It supports 23 types of database operation tools, including advanced functions such as schema inspection, query execution, and stored procedure management.

A UUID generation server based on the MCP protocol, providing version 4 UUID generation services.

This project aims to build an MCP server that interacts with Chrome, including a simple demo version and a robust version based on the Python SDK, used for page screenshot and protocol validation.