ANALYTICS · RANK #22 OF 36
Cash Flow Frog is Opaque to agents.
Discry independently scored how well an AI agent can discover and understand the Cash Flow Frog API from what’s public — measuring discovery and comprehension separately, not a single blended number.
Familiarity 38% · what a model knew before reading the docs
Discovery
42 / 100OpenAPI specno publicly accessible spec foundFail
llms.txt245 described linksPass
llms-full.txtnot presentFail
AGENTS.mdno github org knownFail
.well-known/mcp.jsonnot presentFail
MCP registrynot found in probed registriesFail
robots.txt AI directivesparsed AI-bot rulesPass
Sitemapincludes docs pagesPass
Comprehension
36 / 100Factual recall0/2 passed
Absence honesty1/1 passed
Where agents fail
What HTTP header (exact header name) must carry the API credential on requests to this API? — 3/3 runs failed
What field name does this API use for the timestamp on an event or data point (exact field name)? — 3/3 runs failed
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