Development Tools

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.

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.

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 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.

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.

MCP (Model Context Protocol) Server. Transforms OpenAPI specifications into dynamic tool interfaces for REST API interactions, automatically handling parameter mapping, authentication, and request/response formatting without custom integration code.

An MCP server that generates random numbers using national weather data as entropy seeds, providing a unique weather-based approach to random value generation.

AI-powered Git workflow intelligence — 10 tools for commit messages, branch naming, PR descriptions, changelogs, and stream-based context management. Works with Cursor, Claude Desktop, Windsurf, VS Code, and all MCP clients.

A desktop operations MCP server that allows AI assistants to capture screenshots across multi-monitor setups and retrieve detailed screen configuration data.

MCP (Model Context Protocol) Server. Provides file system management tools for directory analysis, file operations, and document management through a FastMCP server implementation.

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

A robust MCP server for Chaos Mesh that allows AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters. It provides tools for injecting 24 types of chaos—including network, stress, pod, and I/O faults—and managing experiments through natural language.

Automates the conversion of Figma designs into TypeScript React components with integrated GitHub PR creation and visual regression testing using Playwright.

A specialized MCP server that integrates with the Ara Records API to provide programmatic access and real-time monitoring of Ansible playbook execution data via Claude Code.

Delivers Chuck Norris jokes and Dad jokes on demand through Microsoft Copilot Studio and GitHub Copilot. Demonstrates how to deploy and integrate MCP servers with Microsoft's AI platforms.

A Postman-generated MCP server providing JavaScript-based API tools with support for standard I/O, Server-Sent Events (SSE), and Streamable HTTP transports.

A specialized MCP server for accessing CardPilot's real-time credit card data and educational financial guides to provide tailored financial recommendations.

Enables interaction with FogBugz issue tracking system through its XML API, allowing users to search, create, update, and manage cases, comments, and attachments directly from their MCP client.

A Model Context Protocol server for Curvegrid's MultiBaas platform, allowing AI assistants to interact with blockchain data and manage smart contracts.

Provides comprehensive access to real-time weather data, forecasts, historical data, and weather alerts from the WeatherXM decentralized weather network worldwide.

Enables AI-powered frontend code review and unit test generation for Phabricator diffs, supporting React/TypeScript analysis, multi-dimensional code review (performance, security, accessibility, i18n), and intelligent test case generation with Vitest/Jest support.

Provides a secure, constrained filesystem workspace for LLM agents to manage files, notes, and code artifacts via stdio or remote HTTP. It features granular access controls, including extension whitelisting, storage quotas, and immutable paths for safe automated file operations.

Scan and generate barcodes and QR codes.

A simple Python-based MCP server that provides a greeting tool and supports both stdio and HTTP transport modes.

Provides real-time bus and train information across 10+ cities in Malaysia, including live vehicle tracking, arrival predictions, stop search, and route discovery for public transit systems.

Connects AI assistants to Tacit building digital twins to query buildings, equipment, sensors, and zones using natural language. It provides tools for exploring Brick-compliant knowledge graphs, fetching historical sensor data, and accessing site documents.

Provides detailed monitoring of GitHub Copilot usage statistics, quotas, and premium interaction limits via the internal GitHub API.

A localization management server that connects AI assistants to Verblaze, allowing automated translation, language configuration, and screen management through natural language.

A local MCP server that provides tools for working with 7-Zip archives, enabling archive creation, extraction, item management, and file system operations through a standardized interface.

A robust MCP server for the Midjourney Best Experience API, enabling image generation, upscaling, variations, and zooming with support for both fast and relax modes.