agentspeed.
INDUSTRY REPORT

Documentation: how ready are these sites for AI agents?

Reference and API documentation sites. Agents and RAG pipelines fetch these heavily, so readable structure, content negotiation, and a published rubric of sections matter most.

SITES MEASURED
19
MEDIAN SCORE
62/100
SCORING D OR F
16
What fails most

Share of measured documentation sites failing each check. The denominator is sites where the check actually ran — a check we skipped is never counted as a pass.

Discoverability · api catalog
100% (19/19)

An API catalog is published at `/.well-known/api-catalog` (RFC 9727) or an OpenAPI document is reachable at `/openapi.json` or `/openapi.yaml`.

Actionability · web mcp
100% (19/19)

No MCP endpoint, so an agent cannot transact programmatically.

Discoverability · oauth authorization server
100% (18/18)

`/.well-known/oauth-authorization-server` is reachable and conforms to RFC 8414, letting agents discover authorization endpoints without out-of-band setup.

Discoverability · oauth protected resource
100% (18/18)

`/.well-known/oauth-protected-resource` is published per RFC 9728 so agents can discover required scopes and authorization servers programmatically.

Discoverability · web bot auth
100% (18/18)

The site signals support for the Web Bot Auth IETF draft (HTTP Message Signatures over a known JWKS) so well-behaved agents can prove identity.

Actionability · agent skills
100% (18/18)

No published agent skills, so an agent has no described path to purchase.

Discoverability · link headers
95% (18/19)

HTTP `Link:` response headers carry useful relations (canonical, alternate, describedby) that agents consume without parsing HTML.

Readability · markdown negotiation
95% (18/19)

Requests with `Accept: text/markdown` return a markdown representation of the page (Markdown content negotiation).

Discoverability · mcp server card
94% (17/18)

An MCP Server Card is reachable at `/.well-known/mcp/server-card.json` (or referenced from a Link header) and validates against the Model Context Protocol spec.

Structured data · jsonld present
89% (17/19)

No structured data, so price and availability have to be guessed from prose.

Ranked · Documentation
01prisma.io
79C
02docs.docker.com
72C
03redis.io
71C
04go.dev
66D
05docs.anthropic.com
65D
06kubernetes.io
65D
07rust-lang.org
64D
08developer.mozilla.org
63D
09docs.python.org
63D
10svelte.dev
62D
11astro.build
62D
12postgresql.org
62D
13docs.rs
61D
14tailwindcss.com
61D
15react.dev
60D
16vuejs.org
60D
17docs.djangoproject.com
59F
18nginx.org
59F
19typescriptlang.org
56F
Where do you land?
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Every figure here is a real measurement against our published rubric, recomputed as we re-scan. Sites that disallow AgentSpeedBot in robots.txt are excluded before we fetch them.