Visual testing tool for MCP servers

An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

GitOps on Autopilot Mode

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

Universal mobile devtool for Agents & Humans - control iOS Simulators, Android Emulators, and real devices from a single dashboard and CLI

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

Keeping your agents out of trouble with sandboxed coding agent automation

Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift detection. Rust.

CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents depend on them.

Apple HIG reference and cross-framework UI audit tooling for agents.

The AI Agent Kit for Solana Devs

Help your agents create better skills

CLI tool for querying Apache Spark History Server REST API