CMS · RANK #13 OF 33
Umbraco is Clear to agents.
Discry independently scored how well an AI agent can discover and understand the Umbraco API from what’s public — measuring discovery and comprehension separately, not a single blended number.
Familiarity 56% · what a model knew before reading the docs
Discovery
50 / 100OpenAPI specfound at https://docs.umbraco.com/umbraco-cms/develop-with-umbraco/headless-and-apis/content-delivery-api/content-type-schemas-in-openapi.md but invalid: unparseablePartial
llms.txt22 described linksPass
llms-full.txt169194 tokensPass
AGENTS.mdno github org knownFail
.well-known/mcp.jsonnot presentFail
MCP registrynot found in probed registriesFail
robots.txt AI directivesparsed AI-bot rulesPass
Sitemapnot presentFail
Comprehension
86 / 100Factual recall1/1 passed
Absence honesty1/1 passed
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