"Jetpack Compose" matching MCP servers:

Enables coding agents to turn existing Compose and SwiftUI previews into a static Storybook-style gallery, including setup diagnosis, coverage analysis, and generating or building the gallery. It automates the creation of browsable component catalogs for native mobile apps without requiring a SaaS account.

Enables LLM clients to generate standardized test cases, perform quality control with lint scoring, convert to Xray/Jira format, and compose test suites (Smoke/Regression/E2E) with coverage analysis.

Enables AI agents to inspect and modify live UI layouts (web DOM or Android Compose) by selecting and dragging elements on the real screen, providing precise element details like source location, anchors, and tweaks for code changes.

Enables AI agents to syntax-check generated configuration and code — such as JSON, Docker Compose, Python, and Bash — against native local engines via a validate_and_format_code tool, returning structured errors that trigger self-correction loops until the output actually compiles.