Legit.Show is a directory of launched web apps, SaaS, AI tools, MCP servers and developer tools — each with an objective 7-Frame production-readiness benchmark, measured deterministically from the public surface. How we measure →

Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

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Open source

gs-skills

Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP

Overall production-readiness score — reserved
Legit.Show benchmarked gs-skills across all seven frames. The single overall score is shown to the verified maker; the frame-by-frame breakdown is public below.

Is gs-skills production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on gs-skills (github assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Discoverability. The per-frame breakdown is public on the Legit.Show listing; the single overall production-readiness score is reserved for the verified maker.

The 7 Frames

What we measured

Visit gs-skills → · How this was measured →