Lightweight markdown-based workflow for collaborating with AI coding assistants using spec-driven development methodology

MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices

A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol, enabling enhanced AI-powered development experiences.

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.

Companion products for AI-assisted software work.

MCP server for build123d to improve AI cognition when creating 3D CAD models

🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)

Model Context Protocol (MCP) Client for Apify's Actors

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

An MCP (Model Context Protocol) server that enables AI assistants to control iOS Simulator. Seamlessly integrates with Claude Desktop, Cursor, Claude Code, and other MCP-compatible clients.

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

MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for performance, accessibility, SEO, and security analysis.

A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

A featherweight spec-driven development template with a Memory Bank, for Claude Code and GitHub Copilot.

MCP server for Kali Linux penetration testing - 121 tools for AI-assisted security testing - Giving Agents access to full pentesting tools

47 Claude Code skills for product management, frontend design, full-stack development, and browser automation

UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard and an experimental, authenticated same-user loopback bridge for local AI control. Complements Epic's official UEFN MCP; Toolbelt is not exposed through Epic's MCP server.

OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.

This is a MCP designed to manage and interact with mobile devices and simulators.

pty-mcp-server

Fluent argument validation for fluent software development.

MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.