mobile-next/mobile-mcp is an MCP server that lets agents and language models (LLMs) automate iOS and Android devices. MCP stands for Model Context Protocol, a standard specification for connecting agents to external tools. Its scope extends well beyond simulators and emulators to real devices as well. The repository description covers both mobile automation and scraping, where scraping is the work of gathering data by extracting it. The latest release the repository has made public is 1.0.12.
The architecture described in the README consists of a platform-agnostic interface and structured accessibility data. Accessibility data is data that organizes the elements of an app screen into a machine-readable form. When it is combined with accessibility snapshots of native apps or screenshot coordinates, an agent can carry through multi-step user journeys that require switching screens several times. Supported actions include installing and launching apps, tapping, swiping and typing, screen recording, device management, and retrieving logs and crashes, and it can also connect to remote real devices through Mobile Next Cloud. The primary language is TypeScript and the license is Apache-2.0.
That said, only the feature description and the repository metrics are confirmed. Performance figures such as automation success rates or time taken, benchmarks, and real-world adoption cases are not given. The momentum score is 6.7 out of 10, while the freshness, technology, and quality scores are not given. The repository was created on March 28, 2025 and has 9,808 GitHub stars. Nothing in the material says what changed in 1.0.12, so the release notes need to be checked directly. From this record alone, it is hard to judge how many steps it takes in a given app, or whether the results are the same on real devices and emulators.