Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

pty-mcp-server

Goku is an HTTP load testing application written in Rust

MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow.

Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.

A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.

Reusable agent skills for end-to-end software delivery, from requirements and implementation to review, testing, and release.

The ngrok alternative for Mac, Windows & Linux. Public URLs (tunnels), .local domains, automatic HTTPS, traffic inspector, MCP server for AI agents. Free plan.

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

Help your agents create better skills

This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB.

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimization, and index health detection

Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.

🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT, Claude, Gemini to work as an AI dev team

CLI tool for querying Apache Spark History Server REST API

blazigly fast gRPC/MCP client & server implementation in zig

Blackhat 2025 presentation and codebase: AI SOC agent & MCP server for automated security investigation, alert triage, and incident response. Integrates with ELK, IRIS, and other platforms.

A lightweight agent harness you bolt onto your app so an LLM can operate it — safely, and cheaply.

ColecoVision emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.

Software architecture tooling for the AI age

Experiment task scheduling made easy.