Development Tools

A utility server that converts JSON data and system prompts to Token-Oriented Object Notation (TOON), reducing LLM token consumption by 30-60%.

Provides custom prompts for Amazon Q by serving markdown files from the local filesystem as prompt templates through the Model Context Protocol.

A credential-less MCP server that provides AI assistants with access to 85+ ManageEngine OpManager API endpoints for monitoring network devices, alarms, and IT infrastructure.

A tool for analyzing Power BI (.pbix) files, enabling LLMs to explore data models, extract DAX measures, view Power Query transformation code, and query table contents.

A Google Maps Model Context Protocol server deployed on Cloud Run that provides routing, real-time traffic analysis, and trip cost estimation tools to LLM clients.

A lightweight MCP server that integrates with Falcosidekick UI to query and analyze Falco security events, supporting time-based filtering and detailed event inspection for incident response.

An MCP server built with FastMCP 2.0 that provides a bridge to openGauss databases, supporting multiple communication protocols including Stdio, SSE, and Streamable-Http.

Enables management of WordPress sites hosted on SiteBay platform through natural language, including site creation, executing WP-CLI commands, file editing, and server operations.

A specialized MCP server for managing GitHub pull request review threads, enabling users to list, reply to, and resolve comments via natural language using the GitHub GraphQL API.

A professional-grade MCP server for bug bounty hunters that integrates over 50 security tools for reconnaissance, vulnerability scanning, and automated security testing. It provides a comprehensive interface for executing complex web application security workflows through natural language.

A comprehensive MCP server enabling LLMs to interact with GitHub for repository management, issue tracking, commit history retrieval, and user statistics via the official TypeScript SDK.

A versatile MCP server that enables interactions with any REST API. It supports token and login authentication and features automatic endpoint discovery through OpenAPI/Swagger documentation integration.

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

An MCP server that enables AI agents to autonomously manage ORE mining on the Solana blockchain via the refinORE platform. It provides tools for starting mining sessions, monitoring rewards, and managing multi-token balances through natural language commands.

MasterGo Magic MCP connects AI models with MasterGo design tools, allowing for the direct retrieval and processing of DSL data from design files for analysis and manipulation.

A comprehensive TypeScript boilerplate for building MCP servers, featuring example implementations of math tools, weather fetching, and system resource endpoints using the official SDK.

Provides AI applications with geospatial intelligence through Mapbox APIs, enabling geocoding, POI search, routing, travel time analysis, isochrone generation, and static map creation for location-aware functionality.

MCP (Model Context Protocol) Server. Provides access to insurance policy and claims data with tools for monitoring policy changes, premium payments, member enrollments, and claims processing

Provides multilingual greetings in English, Korean, and Japanese, and generates AI images using the FLUX.1-schnell model from Hugging Face.

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

A specialized directory visualization tool that provides smart, filtered tree views of project structures with cross-platform support and automatic dependency management.

Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

Provides basic text manipulation and analysis tools including word reversal and character counting. Designed for integration with Le Chat and other MCP-compatible clients.

A monitoring and observability server for the Model Context Protocol that provides real-time metrics, performance analysis, and error tracking through conversational queries.

Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.

A local MCP server that provides a secure bridge for automating macOS applications like Notes, Calendar, and Mail through AppleScript. It uses template-based execution and policy-based allowlists to enable safe, structured interaction with system tools.

Provides foundational trading utilities by fetching market data through Akshare and computing technical indicators like RSI and MACD using TA-Lib. It enables users to retrieve candlestick data and technical analysis series via a standardized MCP interface.

A sophisticated codebase analysis tool that uses AI-powered pattern recognition to detect cross-language duplicates, validate microservices architectures, and generate actionable optimization reports.

Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.

A starter template for building Model Context Protocol servers that can integrate with AI assistants like Claude or Cursor, providing custom tools, resource providers, and prompt templates.