Grafana · Devtools◎ discry
Murky
Agents misread these docs often
DISCOVERY73.7
COMPREHENSION43.5
Indeterminate#27 of 46 Devtools APIs · 43rd percentile
DEVTOOLS · RANK #27 OF 46

Grafana is Murky to agents.

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

Familiarity 33% · what a model knew before reading the docs

Discovery

74 / 100
OpenAPI spec55 endpointsPass
llms.txt91 described linksPass
llms-full.txt363961 tokensPass
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

44 / 100
Factual recall0/1 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

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