Development Tools

A comprehensive Model Context Protocol server for Bitbucket Cloud and Server, allowing AI assistants to manage repositories, pull requests, comments, tasks, and CI/CD pipelines.

A specialized MCP server that bridges the gap between high-level project requirements (PRDs/TRDs) and agentic coding by providing structured task guidance and architectural specifications.

A comprehensive MCP server that enables AI assistants to control the Godot Engine, allowing them to create scenes, manipulate nodes, write GDScript, and debug errors directly within the editor.

A structured task management system that enables AI assistants to handle multi-step workflows with progress tracking, state management, and human-in-the-loop approval checkpoints.

A specialized MCP server that scrapes TradingView chart images using Selenium with a browser pooling architecture for high-performance concurrent requests. It converts chart snapshots directly into image URLs or base64 data for seamless integration into AI workflows.

A comprehensive MCP server that manages Ludus cyber range environments, offering 157 tools for range lifecycle management, scenario deployment, and SIEM integration.

An MCP server providing keyless access to Perplexity's AI research capabilities via browser automation, featuring web search, API discovery, and persistent chat storage.

A Neovim plugin that integrates Gemini and Qwen AI agents via a CLI-based backend, providing real-time AI context, session management, and smart diff views directly within the editor.

An MCP server that allows AI assistants to control the iOS Simulator through automated touch gestures, app management, and UI inspection tools. It provides deep integration for testing and interacting with iOS applications directly from AI-powered environments.

A robust TypeScript boilerplate for building MCP servers, featuring IP geolocation tools, dual transport support (STDIO/HTTP), and token-efficient TOON output formatting.

A TypeScript SDK for MCP server observability that provides OpenTelemetry-compatible instrumentation to track tool usage, monitor performance, and analyze agent behavior.

Flow Nexus is a comprehensive MCP ecosystem for deploying autonomous agent swarms, secure cloud sandboxes, and distributed neural network training. It features a gamified credit-based economy that allows developers to build, compete, and monetize agentic workflows.

An MCP server that retrieves and structures data from Google News and Google Trends RSS feeds, featuring built-in capabilities for news summarization and trend analysis.

This MCP server bridges Claude with FL Studio, allowing users to send MIDI data, melodies, and chords directly to the DAW piano roll via encrypted MIDI messages.

An Elixir-based framework for building Model Context Protocol (MCP) servers using Server-Sent Events (SSE). It provides a full implementation of connection management, tool registration, and JSON-RPC routing for Phoenix and Plug applications.

A design orchestrator that integrates Superdesign's AI capabilities into Claude Code to generate and iterate on UI components, wireframes, and design systems without requiring additional API keys.

Sling is a powerful data integration and replication tool that enables high-performance data movement between 30+ databases, file systems, and cloud storage providers.

A Rust-based MCP server that enables AI assistants to perform Linux kernel tracing and debugging using bpftrace. It provides tools for probe discovery, system capability detection, and secure asynchronous trace execution.

A comprehensive MCP server providing tools to interact with Jenkins CI/CD, enabling AI models to manage jobs, trigger builds, fetch logs, and monitor node status.

The official SurrealDB MCP server facilitates seamless interaction between AI agents and SurrealDB databases, supporting direct data manipulation and full SurrealDB Cloud instance management.

A course repository providing resources, documentation links, and architectural references for building AI-powered applications with Spring AI.

A specialized Svelte 5 development assistant that provides a searchable knowledge base, code pattern generation, and automated code auditing using the Model Context Protocol.

A best practices guide and reference implementation for building high-quality MCP servers and clients, focusing on naming standards, tool descriptions, and architectural patterns.

An MCP server for the Z-Image-Turbo text-to-image model, offering local GPU-accelerated image generation, model management, and generation history browser.

A specialized MCP server for ROS 2 that enables LLMs to control and monitor Nav2-enabled robots, providing tools for navigation, path planning, and robot maneuvering.

MCP (Model Context Protocol) Server. Integrates with Vercel's serverless infrastructure to provide a lightweight endpoint for AI model interactions and tasks like chatbots, content generation, and data analysis.

A specialized MCP server providing real-time, version-specific access to Flutter, Dart, and over 50,000 pub.dev package documentations using on-demand scraping and SQLite caching.

A multi-language debugging server for AI agents using the Debug Adapter Protocol (DAP), supporting Python, JavaScript/Node.js, and Rust with full variable inspection and step-through capabilities.

MCP (Model Context Protocol) Server. Enables Claude to control x64dbg through natural language commands for dynamic analysis of software, supporting console commands, debugging status checks, module listing, and memory address lookups.

A beginner-friendly interactive tutorial server that explains MCP concepts, provides practical code examples, and includes a directory of available MCP servers.