Development Tools

A specialized MCP server providing real-time access to the Hong Kong Legislative Council (LegCo) open data, including bills since 1844 and voting results, questions, and Hansard records since 2012.

A bridge between WSL and Windows that allows AI assistants to capture cross-platform screenshots and access clipboard contents with intelligent image optimization.

An MCP server for authoring, analyzing, debugging, and running Snowfakery recipes, enabling AI assistants to generate realistic test data and Salesforce mappings.

A high-performance Rust-based filesystem MCP server providing comprehensive file operations, surgical line editing, binary patching, and cross-platform process management with strict security controls.

A professional document generation server that converts Markdown and natural language into formatted Word and PDF files with syntax highlighting and smart pagination.

A specialized MCP server optimized for Chinese Bing searches and webpage scraping that requires no API keys, enabling AI models to browse localized web content.

A Model Context Protocol server that automates Povio worklog management by analyzing git commits, enhancing descriptions with AI, and posting entries directly to the Povio dashboard.

A semantic code search engine that uses vector embeddings to search repositories, retrieve specific code chunks or file slices, and generate editor deep links.

This MCP server integrates Perplexity AI's powerful search and reasoning engine to provide real-time web research, cited information, and deep analytical capabilities.

A toolset for interacting with Jupyter notebooks that enables reading, adding, and executing cells, as well as running entire notebooks programmatically.

An MCP server for the Qingma Yizhan platform that automates quiz processing by fetching course lists, retrieving question data, and submitting answers through AI-driven context.

A tool that enables AI assistants to search the Python Package Index (PyPI), retrieve detailed package metadata, version histories, and download statistics.

A lightweight RAG system providing an MCP server interface for searching and interacting with Qdrant vector-based knowledge bases. It enables retrieval-augmented generation and search across specialized collections through a standardized API.

A Python validation server that combines Pyrefly's high-speed type checking with a gamified reward system designed to motivate LLMs to fix code errors through psychological reinforcement.

A documentation automation server that tracks Git changes from GitHub or GitLab and uses AI to generate and maintain documentation in Markdown or Confluence via MCP.

An IP intelligence analysis tool that queries Chaitin's global honeypot network and millions of defense nodes to provide real-time IP profiling, threat alerts, and reputation scoring.

A cloud-ready MCP server that connects Claude Desktop to Notion via SSE, featuring bearer authentication and security headers for safe CRUD operations.

A Python-based MCP server that allows AI agents to control a running AutoCAD instance on Windows to programmatically create geometric shapes such as lines, circles, and polylines.

A comprehensive constellation and astrology service providing zodiac information, daily horoscopes, compatibility tests, and rising sign calculations via the Model Context Protocol.

A comprehensive MCP server for the Sui blockchain ecosystem that provides tools for wallet management, token swaps via Cetus, Move smart contract development, and real-time market data through Pyth oracles.

A robust MCP server that exposes SysReptor pentest reporting and automation features by wrapping the reptor CLI, enabling AI agents to manage findings, projects, and security templates.

A comprehensive research and search suite aggregating academic databases, developer resources, financial market data, and privacy-focused search engines into a single MCP server. It includes advanced features like intelligent multi-step research, web crawling, and PDF analysis to provide a robust free alternative to paid search APIs.

A comprehensive weather data server integrating the OpenWeatherMap API to provide real-time conditions, multi-interval forecasts, air quality monitoring, and geocoding services.

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

A Pokémon data server that integrates with PokeAPI to retrieve comprehensive species information and perform turn-based battle simulations using authentic stats and move mechanics.

An interactive tutorial tool designed to guide users through learning the Model Context Protocol (MCP), covering setup, server development, and client implementation.

A template for building agentic orchestration services using FastAPI and LangGraph, integrated with the Model Context Protocol (MCP) to standardize tool and context management.

A high-performance Mermaid diagram validator supporting 28 diagram types through Model Context Protocol (MCP) and REST API. It offers comprehensive security features, bulk file processing, and real grammar parsing using Jison and Langium.

A robust MCP server that converts website content into AI-friendly Markdown, featuring automated ad removal, content cleanup, and specialized support for OpenAPI/Swagger documentation rendering.

A pure JavaScript MCP server that dynamically transforms OpenAPI 3.x specifications into executable tools, allowing LLMs to interact with any REST API.