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.

GitKraken CLI is a command - line tool that provides multi - repository workflow management, AI - generated commit messages and pull requests, and includes a local MCP server for integrating tools such as Git, GitHub, and Jira.

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.

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.

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

A tool for fuzzy searching and browsing Apple Messages (iMessage/SMS) in the command line, Claude Code plugin, or MCP server, supporting automatic indexing, contact resolution, and context display.

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.

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

tldraw-agent is an AI-based text-to-chart generation tool that supports multiple usage methods such as command line, library, and MCP service, and can automatically generate text descriptions (such as architecture diagrams and flowcharts) into charts in PNG or SVG format.

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.

ZetaChain CLI is a multi - functional command - line tool for building and interacting with ZetaChain cross - chain applications. It supports multiple blockchain networks such as EVM, Solana, Bitcoin, Sui, and TON, and provides functions such as project scaffolding, local development environment, cross - chain query, and transactions.

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.

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.

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.

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

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.

proxy-mcp is an MCP server that provides HTTP/HTTPS man-in-the-middle proxy functionality, supports traffic capture, real-time modification, TLS fingerprint camouflage, and upstream proxy chains, and includes a variety of interceptor tools for automated proxy configuration of browsers, command lines, Docker, and Android devices.

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

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

MCP Vision Relay is an MCP server that provides image analysis capabilities for MCP clients that only support text, such as Claude and Codex, by encapsulating locally installed Gemini and Qwen command - line tools, enabling them to process pictures in local paths, URLs, or base64 - encoded format.

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

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

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.

Zulook is a tool that provides read-only access to Zulip conversations. It supports three usage methods: CLI command line, MCP server, and ACP proxy. It retrieves and formats chat messages by parsing Zulip URLs.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers, covering multiple fields such as browser automation, art and culture, cloud platforms, command - line tools, communication, customer data platforms, databases, developer tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, security, travel and transportation, version control, and other tools and integrations.

OneCite is a powerful academic citation tool that can automatically convert messy references (such as DOI, title, arXiv ID, etc.) into citation entries with standard formats and complete data. It supports multiple formats such as BibTeX, APA, MLA, and provides command - line, Python library, and AI assistant integration.

Lookerctl is a comprehensive command - line tool for large - scale management and optimization of LookML. It provides functions such as local fast verification, usage analysis, dependency mapping, scientific testing, and AI integration, and supports the MCP server for use by AI agents.

Tiger CLI is a command - line tool for Tiger Cloud, providing database service management and query functions, and integrating an MCP server for AI assistants to use.

persistproc is a shared process layer tool designed for multi - agent development workflows. Through the MCP server and command - line tool, it allows agents and human users to view and control long - running processes (such as web servers). Its aim is to reduce copy - paste operations when coding with AI, support multi - agent collaboration, and remain tool - independent.

Oracle Nightly is an MCP server based on TypeScript, providing semantic search functions for Oracle philosophical knowledge. It combines SQLite FTS5 full - text search and ChromaDB vector search, and includes an HTTP API and command - line tools.

The MCP IPFS Server is a Node.js - based server that implements the Model Context Protocol (MCP) for interacting with the storacha.network platform via the w3 command - line tool. It encapsulates the w3 CLI functions, provides operations such as space management, data upload/download, and authorization delegation, and supports language models and other MCP clients to access IPFS storage services through a standardized interface.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers that cover a variety of tools and integrations, including browser automation, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, file systems, fintech, knowledge and memory, location services, monitoring, search, security, travel and transportation, version control, etc. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers.

A LinkedIn data crawler tool that supports various data extractions such as personal profiles, company information, and post searches. It provides three usage methods: Python library, command line, and MCP server, and has a built-in anti-detection mechanism.

A command - line tool for Goodreads MCP integration, supporting getting book data from Goodreads and integrating with Claude Desktop.

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

RepoMap is a powerful code repository analysis and navigation tool that can be used as a command - line application or an MCP server. It intelligently analyzes the code structure and generates a prioritized code map through Tree - sitter code parsing and the PageRank algorithm.

A command - line tool for managing MCP server configurations of the Claude desktop application, supporting multi - configuration switching, environment variable management, and automated deployment.

A local file search tool project that supports file search through the command line or MCP service.

This is an MCP implementation package for the MemOS API service, providing command - line tools and MCP standard interfaces for interacting with the MemOS API, supporting functions such as message addition, memory search, and message retrieval.