Development Tools

A robust PostgreSQL database connector for MCP that features GitHub OAuth authentication and granular role-based access control, allowing read access for all users while restricting write operations to authorized GitHub accounts.

A lightweight Java application framework and MCP server providing unified tools for CLI and Web operations, including system execution, SQL querying, and resource management.

An advanced Multi-Agent System (MAS) MCP server that provides sophisticated sequential thinking using 6 specialized AI agents for deep multi-dimensional analysis and intelligent routing.

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

A lightweight bridge that allows AI agents to control Android devices via ADB, enabling UI automation, app navigation, and shell command execution without requiring specialized computer vision models.

A robust integration that connects Claude Desktop to Neovim via socket, allowing AI to view buffers, execute Vim commands, manage windows, and perform advanced editing and search tasks directly in the editor.

A self-improving code search and context compression suite that provides hybrid semantic/lexical search, precise micro-chunking, and resident memory for AI agents.

MaaMCP enables AI assistants to automate Android devices and Windows applications using MaaFramework, featuring background execution, OCR recognition, and the ability to generate reusable automation pipelines.

A robust browser automation server that enables LLMs to navigate websites, interact with UI elements, capture screenshots, and execute JavaScript using Playwright.

A bridge between AI models and Chrome DevTools Protocol, allowing Claude to debug network requests, inspect the DOM, execute JavaScript, and monitor browser performance in real-time.

A codebase analysis server that identifies critical files through dependency mapping and importance scoring, offering visualization via Mermaid diagrams and persistent file summaries.

A specialized MCP server for Android reverse engineering that provides tools for decoding, analyzing, and modifying APK files using Apktool and Smali code analysis.

A Model Context Protocol server that bridges AI agents to Rhino 3D, enabling programmatic control of 3D modeling, geometry creation, and document inspection through a C# SDK-based integration.

A robust stealth browser automation server that bypasses anti-bot detections like Cloudflare. It offers comprehensive CDP-based element cloning, real-time network interception with AI-powered hooks, and modular tool management.

A robust MCP server for extracting YouTube video transcripts and metadata, featuring support for pagination, timestamps, and proxy configurations to bypass IP restrictions.

A specialized MCP server that implements advanced reasoning algorithms like Beam Search and Monte Carlo Tree Search (MCTS) to help AI models explore multiple solution paths for complex problem-solving.

A robust MCP server for Windows that enables secure command-line execution across PowerShell, CMD, and Git Bash, alongside remote system management via SSH with fine-grained security controls.

A Windows-specific remote control server that enables AI models to perform mouse movements, keyboard inputs, window management, and screen captures through various automation providers.

A comprehensive MCP server providing unified access to major AI providers (OpenAI, Gemini, Azure, xAI) with built-in usage analytics, vector search, and cost tracking.

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

A specialized MCP server that integrates with JADX-GUI to allow LLMs to perform live reverse engineering, vulnerability analysis, and code exploration on Android APKs.

A TypeScript-based MCP server for local-first document management and semantic search, featuring Gemini AI integration for intelligent document analysis and natural language queries.

DevOps AI Toolkit provides AI-powered intelligence for platform engineering and Kubernetes operations, enabling natural language cluster querying and automated DevOps workflows through the Model Context Protocol.

A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.

A toolset for technical marketing professionals to generate product value maps, SEO metadata, and perform content audits using Open Strategy Partners' methodologies.

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

A specialized MCP server that automates AWS IAM policy creation by analyzing application source code for SDK calls and troubleshooting AccessDenied errors through deterministic static analysis.

DeepContext is a symbol-aware semantic search MCP server that enables coding agents to navigate large TypeScript and Python codebases using AST-based parsing and hybrid vector search.

A robust MCP implementation for Django that exposes models, toolsets, and Django Rest Framework APIs as tools for AI agents using Streamable HTTP or STDIO transports.

A versatile Java AI framework that supports MCP (Model Context Protocol), LLM integration, RAG, and function calling. It enables building MCP servers, clients, and proxies compatible with Java 8 through 25, including support for streaming and SSE endpoints.