Discover Awesome MCP Servers

MySQL MCP Server

Enables AI applications to interact with MySQL databases through a secure interface, allowing database exploration, querying, and analysis with proper error handling and logging.

Tree-Hugger-JS MCP Server

Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.

metricui

MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.

PyMOL-MCP-Vis

Enables Claude to control PyMOL for molecular visualization and structural biology analysis. It uniquely features screenshot capture capabilities that provide a visual feedback loop, allowing the AI to see and verify the results of its commands.

MemoryAPI

Persistent memory for AI agents. Store and semantically search memories via REST API or MCP. Free tier available.

HealthKit MCP

Enables AI assistants to access Apple HealthKit workout data by receiving workout information from iOS Shortcuts and serving it through MCP protocol endpoints.

inday-api

Public holiday data for 30+ countries. Check holidays, working days, and full calendars via AI assistants like Claude and Cursor.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

sqlite-reader-mcp

A lightweight MCP server that provides read-only access to SQLite databases, allowing users to execute SELECT queries, list tables, and describe table schemas.

Make MCP Server

This server enables AI assistants to discover, parameterize, and trigger Make.com automation workflows configured for on-demand execution. It allows users to execute scenarios and receive structured JSON results, bridging the gap between AI assistants and complex automation ecosystems.

TradingView MCP Jackson

Enables automated trading analysis and chart management through the TradingView Desktop app. Provides tools for morning brief workflows, Pine Script development, chart navigation, and replay mode practice with local data processing.

kitsune-mcp

Shape-shifting MCP hub — shapeshift() into 10,000+ servers at runtime. One entry point, no restarts, 7 registries.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

OpenSimulator MCP Server

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

RegexForge

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

Markdown Notes MCP Server

Enables reading and managing markdown note files from a specified directory through natural language interactions.

MathCAD MCP Server

Servidor MCP do MathCAD

nanomcp

A minimal MCP server demo written without the MCP Python SDK that demonstrates the complete protocol flow. It provides weather, file search, and datetime tools, and includes a CLI client that bridges MCP tools with OpenAI function calling.

Remote MCP Server on Cloudflare

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MCP Weather

Enables querying 7-day weather forecasts for Chinese cities and regions by scraping China Weather website data. Supports both user input and AI model intelligent city/region parameter matching.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

Qwen3-VL Video Understanding MCP Server

Enables AI agents to analyze, summarize, and extract text from videos and images using the Qwen3-VL-8B-Instruct model deployed on Blaxel. It supports media analysis via URL, including video Q\&A and speech transcription capabilities.

MCP Kali Pentest

AI-powered autonomous penetration testing framework with 80+ professional security tools across reconnaissance, web application testing, exploitation, and forensics. Integrates with LM Studio for intelligent vulnerability assessment and automated security testing workflows.

React Tailwind Views MCP Server

A full-stack template for building Model Context Protocol servers that expose tools and workflows to AI agents while also serving a web interface built with React and Tailwind CSS.

FastAPI MCP Server

A minimal MCP server that provides current time functionality with optional formatting. Designed for production deployment on Google Cloud Run with proper JSON-RPC 2.0 implementation.

SharpEdge MCP Server

Connects AI assistants to SharpEdge AI to discover +EV sports betting opportunities and arbitrage edges across major sportsbooks. It provides real-time scanner statistics, sample betting edges, and educational content on advanced betting concepts like the Kelly Criterion.

YouTube Tools MCP Server

Enables AI assistants to search YouTube videos using the official YouTube Data API v3, extract full video transcripts in multiple languages, and store/retrieve video summaries using a local database.

HNPX SDK

Enables AI-guided hierarchical fiction writing through structured XML documents. Supports step-by-step narrative expansion from book-level planning down to individual paragraphs, with custom Roo Code modes for collaborative story development.

IT Tools MCP Server

A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.