Discover Awesome MCP Servers

MCP AgentRun Server

Enables safe Python code execution in isolated Docker containers through the AgentRun framework. Provides automatic container lifecycle management and comprehensive error handling for secure and reproducible code execution.

XML Documents MCP Server by CData

XML Documents MCP Server by CData

🚀 Go-Tapd-SDK

Go Tapd SDK là một thư viện client Go để truy cập Tapd API, và nó cũng hỗ trợ máy chủ MCP mới nhất.

WAHA MCP Server

Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP API) platform. Supports chat management, message operations including sending/receiving messages, and marking chats as read.

MCP Demo Server

A demonstration server based on Model Context Protocol (MCP) that showcases how to build custom tools for AI assistants, providing mathematical calculation and multilingual greeting capabilities.

MCP REST API Server

A server implementation of the Model Context Protocol (MCP) that provides REST API endpoints for managing and interacting with MCP resources.

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through a secure, authenticated interface. Supports custom prompts and tools that leverage the Databricks SDK for workspace management, job execution, and SQL operations.

Cursor Talk to Figma MCP

Enables Cursor AI to communicate with Figma for reading designs and modifying them programmatically, allowing users to automate design tasks through natural language.

sl-test

sl-test

Rongcloud Native

Native MCP Overview RongCloud Native MCP is a lightweight RongCloud IM service wrapper based on the MCP (Model Control Protocol) protocol. By directly wrapping the high-performance Rust IM SDK, it provides a simple and efficient instant messaging solution for client-side or local applications

MCP-Kit Developer Task Assignment System

Enables intelligent task assignment to developers using hybrid AI algorithms that match tasks based on past experience, skill sets, workload balance, and project alignment. Features enterprise-grade security with AES-256 encryption and 75% performance optimization through smart caching.

membase mcp server

Một máy chủ Giao thức Bối cảnh Mô hình (MCP) cho phép tương tác an toàn với Membase.

X(Twitter) V2 MCP Server

An MCP server implementation that provides tools for interacting with the Twitter/X API v2 interface.

ERPNext MCP Server

A production-ready server that enables AI assistants like Claude Desktop to seamlessly integrate with ERPNext for document operations, reporting, and custom workflows through natural language interaction.

Mcp Starwars

MCP Server for the SWAPI Star Wars API. The main goal of the project is to show how an MCP server can be used to interact with APIs.

Gemini Agent MCP Server

Provides a Model Context Protocol interface to the Gemini CLI, enabling AI agents to call the Gemini model and interact with development tools like code linting, GitHub operations, and documentation generation. Includes security measures to prevent unauthorized file access through path validation.

DeepSeek MCP Server

Allows seamless integration of DeepSeek's language models with MCP-compatible applications like Claude Desktop, supporting features such as model selection, temperature control, and multi-turn conversations with automatic model fallback.

Godot Docs MCP

Enables AI agents to search and retrieve information from the official Godot game engine documentation. Provides tools to search documentation, get page content, and access detailed class information.

Angular MCP Toolkit

Provides 11 powerful tools for Angular development with enterprise-grade templates, scaffolding capabilities, and project generation features for modern Angular 20.0.x applications.

stackzero-labs/mcp

A model context protocol server that enables applications to use stackzero-labs/ui components through the MCP protocol, supporting both standalone operation and integration with Claude Desktop and Cursor.

MCP Multi-Server System

A dual-server MCP system with PostgreSQL integration that provides financial tools (stock prices, portfolio calculation, financial news) on one server and utility tools (weather, time, data processing, text analysis) on another server.

PostgreSQL MCP Server

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) cung cấp quyền truy cập chỉ đọc vào cơ sở dữ liệu PostgreSQL, cho phép các LLM (Mô hình Ngôn ngữ Lớn) kiểm tra lược đồ cơ sở dữ liệu và thực thi các truy vấn chỉ đọc.

MCPDemo - Visual SQL Chat Platform

An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.

Firefly III MCP Server

Enables AI tools to interact with Firefly III personal finance management instances through a cloud-deployed MCP server. Supports financial operations like account management, transactions, budgeting, and reporting with configurable tool presets.

Figma MCP Server

Enables interaction with Figma files through tools that list projects/files, fetch design data, and generate React+Vite frontend code directly from Figma frames.

MCP Meeting Summary System

An AI-powered meeting assistant that combines FastAPI backend with React frontend to generate high-quality meeting summaries and provide Q&A functionality using OpenAI and Selenium.

TG_MCP

A lightweight Python interface that exposes TigerGraph database operations as structured tools and URI-based resources for Claude and other MCP agents.

Weather MCP Server

Provides current weather data and hourly forecasts for any location worldwide using the Open-Meteo API, accessible through HTTP transport without requiring an API key.