# Astro Starlight docs and AI agent readiness

How 6 products documented on Astro Starlight score on the AI Agent Readiness Test. Average 68.8%, with the five agent surface checks for each.

Docs platform

6 of the 97 products tested serve their documentation on Astro Starlight.

Scores run from 42.5% to 88.8%, averaging 68.8%. Every Astro Starlight product tested passes Markdown mirror. The AI Agent Readiness Test scores the documentation, never the platform, so these numbers describe what these 6 teams published rather than what Astro Starlight can do.

## Scores on Astro Starlight

AI Agent Readiness Score for each product documented on Astro Starlight.

Product

Category

Grade

Score

Reading

Surface

llms

full

.md

MCP

AI

[Warp](https://docsforagents.com/reports/warp-docs-ai-agent-readiness/)

[Coding agents](https://docsforagents.com/grades/?category=coding-agents)

B+

88.8%

21/30

50/50

pass

pass

pass

pass

pass

[Netlify](https://docsforagents.com/reports/netlify-docs-ai-agent-readiness/)

[Cloud & developer platforms](https://docsforagents.com/grades/?category=cloud-platforms)

C+

77.5%

22/30

40/50

pass

fail

pass

pass

pass

[LlamaIndex](https://docsforagents.com/reports/llamaindex-docs-ai-agent-readiness/)

[Agent frameworks & memory](https://docsforagents.com/grades/?category=agent-frameworks)

C-

71.2%

27/30

30/50

pass

fail

pass

pass

fail

[Letta](https://docsforagents.com/reports/letta-docs-ai-agent-readiness/)

[Agent frameworks & memory](https://docsforagents.com/grades/?category=agent-frameworks)

C-

70.0%

26/30

30/50

pass

fail

pass

fail

pass

[Daytona](https://docsforagents.com/reports/daytona-docs-ai-agent-readiness/)

[Agent sandboxes & browsers](https://docsforagents.com/grades/?category=agent-sandboxes)

D-

62.5%

20/30

30/50

pass

pass

pass

fail

fail

[OpenCode](https://docsforagents.com/reports/opencode-docs-ai-agent-readiness/)

[Coding agents](https://docsforagents.com/grades/?category=coding-agents)

F

42.5%

24/30

10/50

fail

fail

pass

fail

fail

## Agent surface on Astro Starlight

-   **llms.txt** 5 of 6
-   **llms-full.txt** 2 of 6
-   **Markdown mirror** 6 of 6
-   **MCP server** 3 of 6
-   **Docs AI** 3 of 6

Recorded as Astro Starlight during testing. A sample of 6 shows what these teams shipped and does not establish a platform default.

[All docs platforms](https://docsforagents.com/platforms/) · [Every score in one table](https://docsforagents.com/grades/)

Put another docs site through the battery.

[Nominate a docs site](https://docsforagents.com/nominate/)

Canonical URL: https://docsforagents.com/platforms/astro-starlight-docs-ai-agent-readiness/