Development Tools

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

A comprehensive MCP server providing a bridge to Claude Code CLI, enabling automated file operations, code refactoring, Git workflows, and terminal command execution through a standardized interface.

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

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 minimalist MCP server that provides unified access to various AI models via OpenRouter, emphasizing persistent conversations and AI-driven model selection without complex orchestration.

MCP (Model Context Protocol) Server. Provides real-time aircraft tracking data through the ADS-B Exchange API with tools for geographic aircraft search, individual aircraft lookup, military aircraft filtering, and aircraft type enumeration for aviation monitoring and flight analysis applications.

A comprehensive MCP server for controlling iOS simulators and real devices, enabling automated UI interactions, app lifecycle management, and hardware simulation like GPS and media library updates.

A read-only MCP server for interacting with Yandex Tracker and Wiki, enabling LLMs to query issues, search documentation pages, and access dynamic tables and comments.

A specialized Kubernetes diagnostic assistant that uses AI to analyze cluster health, decode container exit codes, and provide actionable solutions for common infrastructure issues like CrashLoopBackOff and OOM kills.

A utility MCP server that generates one-click VS Code installation buttons and markdown badges for NPX-based MCP servers and GitHub Copilot extensions.

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

AI agent control of 3D printers — 273 tools for OctoPrint, Moonraker, Bambu, Prusa, Elegoo

A robust MCP server for Google's Veo 3.1 model that provides token-efficient video generation, frame interpolation, and professional tools for batch processing and cost estimation.

An MCP server that enables interaction with B&R Automation Studio projects, allowing AI assistants to build projects, launch simulators, and manage PLC variables via OPC UA.

A comprehensive UI/UX design intelligence server providing instant access to over 1,700 curated resources, including color palettes, typography, accessibility guidelines, and framework-specific design patterns.

A code-first MCP server that provides a single tool to execute JavaScript or TypeScript with authenticated access to Google Workspace APIs. It enables flexible interactions with services like Calendar and Drive by running user-provided scripts through a built-in runtime environment.

An MCP server for Bitbucket Data Center that enables AI assistants to search code, browse files, and manage pull requests through a standardized interface. It supports comprehensive repository exploration, including Lucene-style code searching and direct file content access.

A tool for retrieving data from CTFtime.org, allowing users to track Capture The Flag competitions, browse team rankings, and access event results and calendars through the Model Context Protocol.

MCP (Model Context Protocol) Server. Decodes Stellar blockchain data by converting complex XDR format to human-readable JSON, enabling analysis of transactions and contract events without manual binary decoding

MCP (Model Context Protocol) Server. Provides current time and date information.

MCP (Model Context Protocol) Server. Enables automated code review workflows in Azure DevOps by retrieving pull request diffs and creating inline comments using personal access tokens.

A unified Model Context Protocol server providing secure access and management tools for multiple database types including PostgreSQL, MySQL, Redis, MongoDB, and more.

A specialized MCP server that integrates industry-standard penetration testing tools like Nmap, Nuclei, and Hydra for automated security assessments and vulnerability discovery.

Integrates with SpinQ's quantum computing cloud platform to construct, compile, and execute quantum circuits using QASM on real hardware and simulators.

A local MCP server that leverages DeepSeek R1 via Ollama to provide reasoning capabilities for agentic systems, allowing them to offload complex task planning to a specialized reasoning model.

A robust web scraping server that utilizes headless Chrome to extract content from modern JavaScript-heavy websites and single-page applications, optimized for LLM processing by converting to Markdown or clean HTML.

A self-hosted memory layer for AI assistants that uses Mem0, Ollama, and pgvector to provide persistent, long-term context storage and retrieval completely offline.

A bridge between Ghidra and LLMs that enables autonomous reverse engineering through function decompilation, disassembly, and automated symbol management.

A comprehensive MCP server for China's AutoNavi (Amap) mapping service, providing geocoding, multi-modal route planning, and location-based data services.

A robust MCP server providing comprehensive access to Harmonic.ai's company and professional database, enabling detailed searches for profiles, employees, and saved search results.