Hugging Face · Ai◎ discry
Murky
Agents misread these docs often
DISCOVERY52.6
COMPREHENSION57.4
Not agent-ready#37 of 51 Ai APIs · 29th percentile
AI · RANK #37 OF 51

Hugging Face is Murky to agents.

Discry independently scored how well an AI agent can discover and understand the Hugging Face API from what’s public — measuring discovery and comprehension separately, not a single blended number.

Familiarity 53% · what a model knew before reading the docs

Discovery

53 / 100
OpenAPI spec314 endpointsPass
llms.txtnot presentFail
llms-full.txtnot presentFail
AGENTS.mdnot found in repoFail
.well-known/mcp.jsonnot presentFail
MCP registrysmithery match for "huggingface"Pass
robots.txt AI directivesparsed AI-bot rulesPass
Sitemappresent, no docs pages detectedPartial

Comprehension

57 / 100
Factual recall1/2 passed
Request construction1/1 passed
Absence honesty1/1 passed

Where agents fail

How are this API's model identifiers written (give one exact example model id)? 2/3 runs failed

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