MCP servers for test-automation

Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No A

Browser action recorder for automation: record a task once, replay it, or hand the folder to an agent

Standalone Go runner and @9l/playwright SDK for bounded Playwright execution with validated receipts.

Natural language testing for Model Context Protocol servers. Deterministic, open source, funded by LoopIQ.

Model your API as a graph once. Long-chain integration tests, layer × environment matrices, CI-ready runs, and an MCP server — all from the same YAML.