Data & Analytics
Marmotdata
Last updated 2026-06-29 · benchmark measured 2026-08-09 — deterministic & reproducible
Open source data catalog exposing governed context to AI agents and teams.
Is Marmotdata production-ready?
Legit.Show scores Marmotdata 74 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Marmotdata (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Security. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 52/100
- Accessibility — 95/100
- Security — 25/100
- Privacy — 70/100
- Reliability — 100/100
- Standards — 76/100
- Discoverability — 100/100
What we measured
- No Content-Security-Policy and no HSTS.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 236 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
Who it's for
AI agents · Data engineers · Data teams · Organizations · Enterprises
Pricing
Free and open source (MIT licensed), self-hosted with no limits. Marmot Cloud coming soon. Professional services available for custom builds and integration.
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