This is a continuously updated curated list of MCP servers, covering multiple categories such as browser control, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, and utilities. Each project comes with a GitHub link and the number of stars, making it easy for users to quickly understand and use.

A Kubernetes cluster management server based on the MCP protocol, supporting interaction with the Kubernetes cluster through the command line or chat interface, providing functions such as resource management and Helm chart operations.

RedNote MCP is a tool that provides services for accessing Xiaohongshu content. It supports functions such as authentication management, keyword - based note search, and command - line initialization, and can access note content via URL.

RedNote MCP is an MCP service tool for accessing Xiaohongshu content, supporting functions such as login initialization, keyword note search, and note content access via URL through the command line.

LINE Bot MCP Server is a service that implements the Model Context Protocol (MCP) for connecting AI agents to LINE official accounts, supporting functions such as pushing text and rich - media messages, broadcasting messages, and retrieving user profiles.

The Linear MCP Server is a deprecated Model Context Protocol server used to integrate with the Linear issue tracking system through the MCP protocol, allowing LLMs to interact with Linear issues.

A Node.js tool based on Playwright that can bypass search engine anti - scraping mechanisms to perform Google searches and extract results. It can be used as a command - line tool or an MCP server to provide real - time search capabilities for AI assistants.

The MCP Text Editor Server is a text file editing service based on the Model Context Protocol, providing line-oriented text file operation capabilities and supporting efficient partial file access to reduce token consumption for LLM tools. It has features such as concurrent editing detection, multi-file atomic operations, and support for multiple encodings.

A service tool that provides command - line and script execution capabilities for the Claude desktop application

A lightweight command - line tool for managing the MCP configuration of Claude Desktop, supporting server switching, preset management, and backup and restoration functions.

The Linear Regression MCP project demonstrates an end-to-end machine learning workflow using Claude and the Model Context Protocol (MCP), including data preprocessing, model training, and evaluation.

The Linear MCP Server is a server that implements the Model Context Protocol, used to connect an AI assistant with the GraphQL API of the Linear project management system, supporting functions such as issue tracking and project management.

MCP Linear is a Model Context Protocol server that implements the Linear GraphQL API, enabling AI assistants to interact with the Linear project management tool.

Authorize access to Linear through the standard OAuth 2.0 process, and implement the functions of creating, updating, and listing issues on the MCP client.

A server - side implementation of the Linear issue tracking system based on the MCP protocol, providing functions to access Linear through a standardized interface

An MCP server project for threat information collection, supporting the collection of threat intelligence within a specified time range through command - line tools and integration with the Neo4j knowledge graph.

The Copilot Studio Agent Direct Line MCP Server is a local MCP server that allows developers to directly interact with Microsoft Copilot Studio Agents in their code editors through the Direct Line 3.0 API, providing functions such as conversation management, message sending, and history retrieval.

The Windows Command Line MCP Server is a secure intermediary service that allows AI models to interact with the Windows system under strict security control, including functions such as executing commands, creating projects, and obtaining system information.

This project demonstrates how to use the Sequential Thinking MCP Server to solve linear and non-linear programming problems. It breaks down complex optimization problems through structured steps and supports verification and revision.

A PowerPoint translation tool based on Amazon Bedrock, supporting command - line and FastMCP service integration, and performing high - quality translation while preserving the original format.

A server implementation based on the Model Context Protocol (MCP) for executing CMD commands and SSH connections on Windows and Linux systems, supporting the integration of command - line operations through MCP - compatible applications.

This is an MCP server project that provides tools for interacting with Linear through the MCP client, including functions such as searching, creating, and updating issues. It supports Bun and Node running environments and can be compiled into an independent executable file.

A Python - based LINE MCP server that allows language models to read and analyze LINE conversation messages through a standardized interface. The project uses the FastAPI framework, supports text, sticker, and image message processing, and provides core functions such as message storage and API endpoints.

A weather query command - line tool based on the MCP protocol, which connects to the US National Weather Service API through a client - server architecture and supports natural language queries for weather alerts and forecasts.

The Windows Command - Line MCP Server provides secure command - line interaction functions, supports PowerShell, CMD, Git Bash, and SSH remote connections, and has multiple security control mechanisms.

This project implements an MCP server that connects Claude and the Linear task management system, providing functions such as getting tickets, creating issues, and adding comments, and supporting integration with multiple development environments.

An MCP service supporting multiple database types, implementing database operations through GORM, providing configuration through configuration files and command - line arguments, integrating the MCP protocol, and offering database query tools.

An MCP system implementation based on C++, including host, client, and server components, supporting interaction with LLM through the command line and calling various tool services.

A tool for accessing the virtual machine command line via the MCP protocol, providing a Web terminal and automatic tunneling function.

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

qweather - mcp is an MCP server project that provides weather query functionality for the QWeather API. It supports quick deployment through the command line or configuration files and provides city query and real - time weather acquisition functions.

A secure Windows command - line MCP server that provides secure system interaction capabilities for AI models

MemProcFS MCP server project for interacting via the command line or other MCP clients.

Xmcp is an AI - based command - line tool that helps users write and directly post tweets to their Twitter accounts, providing functions such as content generation, secure authentication, and draft management.

This project is a Linear integration server based on the Model Context Protocol (MCP), providing issue tracking and project management functions, supporting operations such as creating, searching, updating issues, and managing sprint cycles.

A command - line code summarization tool based on Gemini Flash 2.0, supporting MCP server integration

An MCP server that provides read - only access to Outlook/Microsoft 365 calendars, supporting querying calendar events through APIs or command - line tools.

Livebook Tools is a CLI tool that provides enhanced capabilities for interacting with .livemd files, including synchronous editing, MCP server connection, and running Livebook scripts via the command line.

A project template management tool based on Backstage and MCP, supporting operations via the command line or the Goose interactive interface.

A command - line client tool for interacting with the Model Context Protocol (MCP) server, supporting listing available tools and calling specific tools.