Discover Awesome MCP Servers

FastAPI MCP Server

A sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.

MCP Business AI Transformation

Enterprise-grade MCP server with multi-agent system for business AI transformation across finance, healthcare, retail, and other domains. Provides specialized AI agents for data analysis, API execution, business validation, and report generation with real-time monitoring and observability.

SQL Server MCP

Enables AI assistants to interact with Microsoft SQL Server databases through query execution, schema discovery, CRUD operations, stored procedures, and data export with built-in safety controls.

Supabase Memory MCP Server

An MCP server utilizing Supabase to provide memory and knowledge graph storage, enabling multiple Claude instances to share and manage data with database-level locking for safe concurrent access.

Azure Topology Graph MCP Server

Enables exploration and analysis of Azure infrastructure by querying Azure Resource Graph, ARM, and Network Watcher APIs to create interactive topology maps. Provides tools for searching resources, discovering relationships, finding connectivity paths, and visualizing complete Azure infrastructure topologies.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright running on Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language.

VPS MCP Server

Enables AI models to manage Docker containers, images, networks, and volumes through the Portainer API, providing comprehensive container orchestration capabilities.

HUMMBL MCP Server

Provides access to the HUMMBL Base120 framework of 120 validated mental models organized across 6 transformations, enabling users to search, retrieve, and get AI-recommended mental models for problem-solving and decision-making.

DefectDojo MCP Server

Menyediakan implementasi server Protokol Konteks Model yang memungkinkan agen AI dan klien MCP lainnya untuk berinteraksi secara terprogram dengan DefectDojo, sebuah alat manajemen kerentanan, untuk mengelola temuan, produk, dan keterlibatan.

Grasshopper MCP Workflow

Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.

Iceland News MCP Server

Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categories in Icelandic, English, and Polish, with configurable article limits and feed discovery.

PyWeatherMCP

Provides weather information for US locations using the National Weather Service API. Offers weather alerts, 5-day forecasts, and location management with favorites and search history tracking.

VSCode Internal Command MCP Server

Converts VSCode into an MCP server that enables external clients to remotely execute VSCode internal commands, query workspace information, and interact with the editor through HTTP streaming. Built on the FastMCP framework with security controls and real-time monitoring.

Data Query MCP Server

Enables querying and analyzing user, product, and order data with filtering capabilities and real-time statistics. Supports WebSocket connections to XiaoZhi AI platform with automatic reconnection.

deep-filesystem-tree

Implementasi Model Context Protocol (MCP) yang menyediakan kemampuan visualisasi dan manipulasi pohon sistem berkas yang mendalam. Alat ini memungkinkan navigasi dan pengelolaan struktur direktori yang kompleks secara efisien, meningkatkan alur kerja pengembangan dengan operasi sistem berkas yang didukung oleh AI. Kompatibel dengan

Mevzuat MCP

A FastMCP server providing access to the Turkish Ministry of Justice's Legislative Information System, allowing LLM applications to search legislation, retrieve article lists, and get article contents in Markdown format.

Smartsheet MCP Server by CData

Smartsheet MCP Server by CData

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries for merge requests, code reviews, discussions, pipeline tests, and job logs directly from chat.

SketchUp MCP Server

A Model Context Protocol server that enables Claude AI to interact directly with SketchUp, allowing for automated 3D modeling, woodworking joint creation, and component manipulation through natural language commands.

MCP Memory Server

Gives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.

MCP Manim Server

A server-based tool that enables the generation of mathematical animations from natural language prompts by leveraging Manim.

Cursor Conversations MCP Server

Allows AI assistants to access and analyze your Cursor conversation history, enabling personalized coding assistance based on your actual development patterns.

Jina AI MCP Server

Sebuah server MCP yang menyediakan akses ke layanan web Jina AI yang canggih (membaca halaman, pencarian web, pemeriksaan fakta) melalui Claude.

MCP Medium Accelerator

A Claude Desktop MCP server that extracts and summarizes Medium articles from specified URLs, with support for Italian language summaries and local storage for future reference.

MCP Server for Smithery Integration

MCP Server for integrating Greptile API with Smithery Framework, featuring rate limiting and API abstraction

Hacker News Companion MCP

Mengambil dan memproses diskusi Hacker News untuk mempersiapkannya agar Claude dapat menghasilkan ringkasan berkualitas tinggi, menangani struktur komentar dan metadata untuk membantu Claude memahami kepentingan relatif dari komentar yang berbeda.

MCP-K8sWizard

🤖 AI-powered Kubernetes management with 37+ tools via natural language. Transform complex Kubectl commands into simple conversations. Perfect for DevOps teams using Cursor AI. Built with Go.

Amplemarket Knowledge Base MCP Server

Enables access to Amplemarket's knowledge base through Pylon's API. Supports searching articles, retrieving full content, and browsing collections with built-in caching for improved performance.