Infra Labs is the home for FORMA and future software projects. We build practical tools that help developers inspect, understand, and improve the interfaces they ship.
A visual audit model, a terminal agent, and browser tools for MCP clients.
FORMA is a fine-tuned Qwen2.5-VL adapter for preliminary, evidence-oriented UI/UX audits. It reviews screenshots with browser measurements and returns a structured report. It does not browse, call tools, or edit code by itself.
The CLI pairs a coding model you configure with a permissioned Playwright browser and the FORMA vision auditor.
CLI WEBSITE ↗The MCP server exposes browser navigation, screenshots, page inspection, accessibility signals, and approved interactions to MCP-compatible apps.
MCP WEBSITE ↗Infra Labs is developing FORMA and one additional project. We will share details when that project is ready to introduce.
The FORMA adapter is trained for screenshot-based UI/UX auditing. A separate coding model handles code, tool selection, and edits.
FORMA CLI and FORMA MCP are published as separate npm packages. Their repositories and setup instructions are available from each product site.
We are sharing the tools and their current scope. We do not publish customer counts, benchmark claims, compliance certifications, uptime commitments, or pricing unless they are verified and available.
Use the vision auditor with a browser workflow that you control.
The model can miss details or make inaccurate judgments. Automated checks and human review remain important, especially for accessibility and usability.
The browser integrations gather evidence and can interact with pages under the permissions of the connected CLI or MCP host.
Create an account to join the Infra Labs waitlist. We’ll use your email and the project interests you provide to manage early access updates. Sign in later to view your account.
| NAME | INTEREST | STATUS | JOINED |
|---|