Development Tools

MCP (Model Context Protocol) Server. Integrates with SerpAPI and other travel services to provide flight search, hotel booking, event discovery, weather forecasting, currency conversion, and geocoding with local result storage for detailed comparison and filtering across all travel planning needs.

MCP (Model Context Protocol) Server. Provides a bridge to the Untappd beer tracking API, enabling search and retrieval of detailed beer and brewery information through a robust TypeScript implementation.

MCP (Model Context Protocol) Server. Provides geolocation and network intelligence through MaxMind databases with IP lookup, network range iteration with advanced filtering operators, and automatic database updates for security research and location-aware applications.

A web crawling service that extracts website content and converts it into markdown format for use with AI tools like Claude and Cursor. It is designed for easy deployment via Docker and features a built-in health monitoring endpoint.

MCP (Model Context Protocol) Server. Lightweight git commit message summary generator that analyzes repository histories by filtering commits and producing human-readable markdown summaries highlighting key changes and business impact.

A GitHub MCP server that enables listing and creating repository issues via the GitHub API, designed for automated workflow integration.

MCP (Model Context Protocol) Server. TypeScript web development framework that combines CLI-driven workflow with Spec-Plan-Tasks methodology to generate technical specifications, implementation plans, and executable task breakdowns for Next.js applications with built-in registries for code snippets and design tokens.

MCP (Model Context Protocol) Server. Integrates PHP_CodeSniffer and PHP Code Beautifier tools to analyze coding standard violations and automatically fix code style issues with flexible configuration and robust error handling.

An MCP server that enables AWS S3 bucket management, allowing users to list and interact with cloud storage directly through MCP-compatible applications.

Prevents your AI from breaking code by revealing hidden file dependencies through git forensics.

A comprehensive MCP server for managing Better-Auth integrations, offering automated setup, migration tools from Auth.js, and security testing features for web applications.

A specialized MCP server that provides AI-assisted documentation search and content retrieval for Vonage's communication APIs including SMS, voice, and video.

An MCP server that provides high-quality transcription and subtitle generation from local media files or URLs using Faster Whisper. It supports 59 languages, GPU/CPU execution, and integrates directly with MCP clients for seamless speech-to-text workflows.

A demonstration MCP server project highlighting how to build and run containerized MCP tools via Docker, including modular implementations for tasks, calendars, and weather.

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.

Provides access to Kalshi prediction market data with 23 tools for querying events, markets, trades, forecasts, candlesticks, and live data from the CFTC-regulated exchange for trading on real-world events.

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

A text-to-speech MCP server that interfaces with VOICEROID2 via voiceroid_daemon, enabling Japanese speech synthesis and phonetic kana conversion with adjustable voice parameters.

A robust MCP server for interfacing with Jira Cloud and Data Center, featuring AI-optimized data cleaning, relationship tracking, and dual transport support via STDIO and Streamable HTTP.

Provides access to Tushare financial data through the Model Context Protocol, enabling users to query and retrieve Chinese stock market and financial information.

A Model Context Protocol (MCP) server that provides AI assistants with direct access to Mapbox developer APIs. This server enables AI models to interact with Mapbox services, helping developers build Mapbox applications more efficiently.

An MCP server providing programmatic access to a Vertica database instance, supporting both stdio and HTTP transports for integration with LLM clients. It features a dual-stack CI/CD architecture for deploying both the database and the MCP server on AWS using Terraform.

Provides read-only access to Authorize.net transaction reporting APIs, enabling users to query settled batches, transaction details, customer payment history, and settlement statistics directly from AI assistants.

A specialized MCP server that reduces LLM token consumption by converting data formats like JSON/XML to TOON and stripping non-essential context from code files.

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

Test server

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

Provides user balance information by connecting to a backend service through the users_balance tool. Built with TypeScript and Express for retrieving financial data.

A remote MCP server implementation focused on building secure authentication and authorization flows using OAuth 2.1. It serves as an educational framework for managing user access to MCP resources.

Provides current time information with support for multiple IANA timezones, defaulting to Asia/Shanghai timezone.