Development Tools

Enables secure read-only access to MySQL databases through SELECT queries via HTTP SSE interface. Provides safe database exploration and data retrieval with configurable timeout settings.

A boilerplate template for deploying a remote MCP server on Cloudflare Workers without authentication, intended as a starting point for building custom tools.

Provides weather forecasts and alerts for US locations using the National Weather Service API, supporting queries by coordinates or state codes.

Fetches and tracks content from YouTube channels, RSS feeds, and GitHub releases with persistence to identify new items across sessions.

A simple demonstration MCP server that provides a basic 'say_hello' tool for greeting users by name, serving as a template for building MCP servers with TypeScript.

Provides access to inspirational quotes through a free API, enabling users to retrieve random quotes, search quotes by keywords, and fetch specific quotes by ID.

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Crawls and converts DeepWiki documentation pages into Markdown format, enabling retrieval of complete documentation or specific pages from repositories. Note: Currently not functional due to DeepWiki scraping restrictions.

Enables browser automation and web page interaction using Playwright's accessibility tree for fast, deterministic actions without screenshots or vision models.

A comprehensive web search, scraping and crawling API for AI that enables LLMs to extract, structure and analyze web data with support for batch processing, autonomous crawling, and specialized parsers.

Enables developers to generate beautiful, modern UI components through natural language descriptions. Integrates with popular IDEs to instantly create and customize React components inspired by 21st.dev's component library.

Provides access to historical stock market data from US, UK, Russian, Turkish, and Hong Kong exchanges, including company profiles, market metrics, sector performance, rankings, and visualization data for financial analysis.

Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.

A lightweight MCP server that provides a tool for fetching the raw HTML content of websites. It serves as a demonstration project for exposing tools via the Model Context Protocol.

A lightweight suite of MCP tools designed for codebase understanding, autonomous task delegation via subagents, and team coordination through built-in chat and todo management.

Scans MESH by Viscount systems for default credential vulnerabilities, performs security assessments, and generates compliance reports for authorized penetration testing and security research purposes.

A versatile MCP bridge that enables real-time monitoring and control of Webots robot simulations, allowing AI agents to access sensor data, robot states, and camera frames while managing simulation playback.

Statly Docs MCP server provides AI agents with tools to search and retrieve Statly SDK and REST API documentation, including language-specific code examples and references.

An MCP server designed to manage and interact with multiple n8n instances, allowing users to list, create, execute, and monitor workflows directly from MCP-compatible clients.

A read-only AWS assessment tool that inventories environments, runs security and operations checks, and generates cost snapshots and actionable reports. It is designed for contractor-friendly audits with support for IAM role assumption and External IDs.

Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.

An MCP server that analyzes Git repositories and provides Dockerfile creation guidance, running locally using stdio transport.

Provides comprehensive access to the Europa Component Library (ECL) design system with semantic search across 50+ components, code examples, accessibility requirements, design tokens, and validation tools for building European Commission websites.

Generates images from text descriptions using Stable Diffusion AI, integrated with VS Code through Model Context Protocol. Supports both AI-powered realistic images and quick PIL-based sketches, with batch processing and animated GIF creation capabilities.

An MCP server providing powerful media processing capabilities via FFmpeg, enabling automated image and video compression, format conversion, and resizing through LLM tools.

Confidential coprocessor — compute on encrypted data via FHE. Server never sees plaintext.

French public services: tax, property, admin guides, company lookup, education, simulators

A template for deploying serverless Model Context Protocol (MCP) servers on Cloudflare Workers using SSE. It provides a foundation for building remote tools accessible to AI assistants without requiring authentication.

Enables web scraping, crawling, structured data extraction, and browser automation through multiple AI agents including OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

An MCP server for exploring and querying SysML XMI models, specifically optimized for MTConnect exports, enabling deep inspection of packages, classes, inheritance, and documentation.