Development Tools

MCP (Model Context Protocol) Server. Provides direct SQL execution access to AWS RDS MySQL databases with safety measures that block dangerous operations while supporting standard queries, data modifications, and database administration tasks.

A tool for programmatic access to the Turkish Ministry of Justice Legislation Information System, allowing users to search laws, navigate article hierarchies, and retrieve content in Markdown.

The Binadox Terraform MCP server provides essential tools for validating, securing, and estimating the monthly cloud costs of Terraform infrastructure configurations.

A lightweight MCP server for executing PostgreSQL queries, supporting both data retrieval (SELECT) and database modifications (INSERT, UPDATE, DELETE) through stdio or HTTP modes.

A production-ready MCP server that bridges JIRA's REST API with AI assistants, allowing for issue retrieval, JQL searching, and project management via natural language.

A robust browser automation server that provides AI agents with full control over web pages, including multi-tab management, JavaScript execution, and media capture.

A comprehensive MCP server for TrackMage that enables real-time shipment tracking, order lifecycle management, and carrier detection across 1600+ carriers.

A refactored HTTP streaming version of the official MCP Memory Server that provides persistent knowledge graph storage using Hono.js. It enables long-term memory through entity-relationship modeling and observations with full CRUD support via HTTP.

A weather data MCP server that provides location searching, current conditions, and both daily and hourly forecasts via the free Open-Meteo API without requiring an API key.

A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).

An MCP server that integrates with Octo Browser's antidetect platform to automate multi-account browsing, profile management, and fingerprint-protected web interactions via natural language.

A specialized MCP server that integrates with the Mender IoT platform to enable secure AI-driven management of device fleets, deployment tracking, and automated audit log analysis.

A specialized MCP server for accessing GuoZaoKe forum content, allowing AI assistants to bridge discussions, latest tech topics, and detailed thread replies from the Chinese community platform.

MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.

A comprehensive MCP server for Grafana that enables AI tools to manage dashboards, query metrics via Prometheus/Loki, configure alerting, and perform administrative tasks.

A containerized MCP server for the MiniMind language model, offering tools for AI-powered chat, GPU resource management, and model information retrieval.

A real-time production debugging tool for Node.js and Next.js that extracts live variable values and execution flow directly into IDEs like Cursor.

An Azure management MCP server that bridges natural language to Azure CLI execution with safety guardrails, plan-and-review workflows, and specialized adapters for eight core Azure services.

A communication bridge for multi-agent collaboration that allows multiple Claude Code instances to exchange messages, share context, and reach consensus across different machines using WebSockets.

A specialized MCP server that integrates with iRacing to provide real-time telemetry analytics, AI coaching, and car spotting for sim racers.

A containerized implementation of the QuantConnect Lean algorithmic trading engine featuring GPU acceleration, a web UI, and MCP integration for AI-driven backtesting and strategy development.

A specialized MCP server for the LODA Language API that enables sequence search, program evaluation, and contributions to the Online Encyclopedia of Integer Sequences (OEIS).

A mathematical MCP server providing 64-bit precision arithmetic and matrix multiplication using FastMCP and NumPy for reliable computation.

An MCP server that integrates with Ollama to provide local LLM inference capabilities, supporting model management and private, offline processing within the Model Context Protocol framework.

A comprehensive MCP server providing programmatic access to the Genotype-Tissue Expression (GTEx) Portal API for analyzing human gene expression, eQTL associations, and tissue-specific genomics data.

A comprehensive MCP server for AFL++ that provides an agent-friendly interface for the entire fuzzing lifecycle, from workspace management and instrumented builds to campaign orchestration, status polling, and automated crash triaging.

A secure MCP server that executes Python and bash code within isolated Docker containers, providing a sandboxed environment for code execution with configurable timeouts.

The FiftyOne MCP server enables AI assistants to control computer vision datasets, execute 80+ operators, and manage plugins through a unified Model Context Protocol interface.

An MCP server that enables natural language management of server hardware via Redfish APIs, supporting endpoint discovery, resource querying, and configuration updates.

A development tool that tracks and analyzes code volume for AI-generated snippets, providing detailed breakdowns of code, comments, and blank lines with persistent storage.