by ForrestKim42 · MCP Server · ★ 20
App Exploration A pattern for systematically exploring any app — mobile or desktop — using an LLM agent with device access. Produces a complete map of every screen, every interaction, and every user flow. Then uses that map to execute tasks efficiently. This is an idea file. Share it with your LLM agent and explore together. The specifics will depend on your app, your platform, and your goals. The core idea Most app research is manual. A person taps through an app, takes screenshots when something looks interesting, and writes notes afterward.
| Stars | 20 |
| Forks | 2 |
| Category | MCP Server |
| License | MIT |
| Quality Score | 62.6377073578086/100 |
| Last Updated | 2026-04-08 |
| Created | 2026-04-07 |
| Platforms | claude-code, mcp |
| Est. Tokens | ~3k |
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llm-app-exploration is A pattern for LLM agents to explore and control any app — mobile or desktop. Accessibility-first, not vision-based. Share with your agent and go.. It is categorized as a MCP Server with 20 GitHub stars.
You can find installation instructions and usage details in the llm-app-exploration GitHub repository at github.com/ForrestKim42/llm-app-exploration. The project has 20 stars and 2 forks, indicating an active community.
llm-app-exploration is released under the MIT license, making it free to use and modify according to the license terms.