MCPquality 0.60
Frontend Design Loop
Screenshot-grounded design iteration for frontend development.
What it does
Screenshot-grounded design iteration for frontend development.
Improves frontend designs through screenshot-grounded iteration. Captures rendered pages, evaluates visual quality against design goals, and produces improved patches with proof artifacts including before/after screenshots and deterministic checks.
Capabilities
mcptransport-stdioopen-sourcepkg-pypi
Server
Quality
0.60/ 1.00
deterministic score 0.60 from registry signals: · indexed on pulsemcp · has source repo · 1 github stars · registry-generated description present
Provenance
Indexed frompulsemcp
Enriched2026-07-02 16:22:55Z · deterministic:mcp:v1 · v1
First seen2026-04-18
Last seen2026-07-02