ruto-phone-mcp. It can run on the phone itself, or on any other machine that can reach the phone through `adb`. With a vision-capable model, it can observe screenshots, operate the device, and complete multi-step tasks. It can also expose the same capabilities as an MCP server, so tools such as OpenClaw and PicoClaw can control the phone indirectly.

github.com/iamr0s/ruto-phone-mcp

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