Discover Awesome MCP Servers

ROS MCP

Enables controlling robots in ROS environments through natural language, supporting topics, services, actions, and GUI tools.

SpaceBridge-MCP

A Model Context Protocol (MCP) server that integrates with the SpaceBridge REST API to automate issue management across connected issue trackers, allowing developers to manage issues directly from their AI-assisted coding environment.

sahmk-mcp

Official MCP server for interacting with Saudi market data (Sahmk) via natural language queries, enabling stock quotes, company info, and market summaries inside AI agents like Cursor and Claude Desktop.

octo-mcp-server

A production-ready MCP server built with Node.js and Express that supports remote deployment via HTTP and SSE. It provides a modular framework for building and scaling tools while serving multiple clients concurrently.

freeqrcode-mcp-server

Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, and phone numbers with customizable size, colors, and error correction.

Git Auto Commit MCP Server

Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

MCP Datastore Server

An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.

Unrestricted Development MCP Server

Provides unrestricted access to your development environment with filesystem operations and shell command execution capabilities, including sudo support for local development machines.

Shopify Storefront MCP Server

Enables AI assistants to query and interact with Shopify store data via the Storefront API, including products, collections, carts, and customer information.

shivonai-mcp

Our MCP Tools are designed to enhance AI-driven automated interview services by ensuring a seamless and contextually relevant candidate assessment process. These tools leverage advanced AI models to analyze responses, evaluate competencies, and provide real-time feedback, ma

xkcd-mcp

MCP server to fetch xkcd comics (latest, random, by number, search) and display them with rich in-chat previews via the official JSON API and explainxkcd semantic search.

LinkedIn Outreach MCP Server

AI-powered content generation for LinkedIn outreach, helping sales teams and recruiters craft personalized connection requests, InMails, posts, comments, and multi-touch outreach sequences. It's a content assistant that generates text for human review and manual sending, fully compliant with LinkedIn's Terms of Service.

DivLens MCP

A real-time system diagnostics MCP server that gives AI agents live access to CPU, RAM, disk, network, processes, and hardware health metrics, with zero cloud dependency.

cargoshipper-mcp

A comprehensive MCP server that provides Claude with direct access to Docker, DigitalOcean, and CloudFlare APIs for infrastructure management and automation.

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

tsrs-mcp-server

图灵交易 Rust MCP 服务器 (Túlíng jiāoyì Rust MCP fúwùqì) Or, more literally: Tushare Rust MCP 服务器 (Tushare Rust MCP fúwùqì) Which one is more appropriate depends on the context. If "tushare" is a general term and "rust mcp server" is a specific type of server used for trading, then the first translation is better. If "tushare" is a specific product or company name, then the second translation is better.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

Gmail MCP Server

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

macOS Defaults MCP Server

Enables reading and writing macOS system defaults and settings through commands equivalent to the defaults command-line tool. Supports listing domains, searching for settings, and modifying system preferences programmatically.

autoglm-mcp

Enables AI agents to analyze and interact with Android phone screens via ADB, using the AutoGLM model to answer queries about screen content and coordinates.

Google Workspace MCP Server

Exposes a curated set of Google Workspace CLI operations as tools for managing Drive, Sheets, Calendar, Docs, and Gmail. It provides a focused set of high-value operations to avoid context window bloat while enabling file management, spreadsheet updates, and email interactions.

Personal MCP Server

Enables AI assistants to fetch and process YouTube video transcripts in multiple formats and languages, with built-in caching and rate limiting for efficient video content analysis.

Memory Palace

Persistent semantic memory for AI agents, enabling storage, semantic search, knowledge graph connections, and inter-instance messaging across conversations using local models via Ollama.

BetterMCPFileServer

镜子 (jìng zi)

TradeX MCP Server

Enables AI agents to research, analyze, and trade Pokemon card perpetual futures on the TradeX platform. It supports market data retrieval, trading simulations, and secure transaction execution using local Solana keypairs.

Browserbase MCP Server

Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

mcp-toolselect

An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

AI Agent Marketplace Index Search

支持通过关键词或类别搜索 AI 智能体，让用户能够在各个市场中发现诸如编码智能体、GUI 智能体或特定行业助手等工具。

Chotu Robo Server

An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.