docs.crewai.com
CrewAI
Framework for orchestrating role-playing, autonomous AI agents.
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docs.crewai.com
Framework for orchestrating role-playing, autonomous AI agents.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
Quality suggestion: add a short summary blockquote before the file sections.
12 duplicate documentation links
Latest retrieval did not establish resource availability. Previous successful evidence, if any, is retained with reduced confidence.
The score measures observable documentation quality. Each component below lists its earned points, exact checks, and source observations. It is not a prediction of AI rankings or citations.
Overall readiness
Confidence: high· V2
How this score is calculated
round(89.57 ÷ 100 × 100) = 90/100
89.57 points earned out of 100 assessed. All 100 available points were assessed. The checks below show each result. Optional integrations and file size earn no extra points.
Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
llms.txt: Documentation sections: CrewAI; Docs; OpenAPI Specs; Optional. Derived from headings; source checked 2026-11-03.
Listing updated: . Machine-readable profile (JSON)
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"category": "ai",
"description": "Framework for orchestrating role-playing, autonomous AI agents.",
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"attempted": true,
"status": "working",
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"headings": [
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"Docs",
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"warnings": [
"Quality suggestion: add a short summary blockquote before the file sections.",
"12 duplicate documentation links"
],
"summary": "Documentation sections: CrewAI; Docs; OpenAPI Specs; Optional.",
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"checkedAt": "2026-11-03T22:14:36.449Z",
"lastSuccessfulAt": null,
"warnings": [
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],
"processingVersion": "2.0",
"method": "static-content-analysis",
"failureHelp": {
"code": "oversized",
"reason": "The response exceeded the 1 MiB verification limit.",
"fix": "Publish a concise llms.txt index with links to separate documentation pages. Reduce this resource below 1 MiB before requesting a recheck."
}
},
"webmcp": null
},
"readiness": {
"score": 90,
"version": "2.0",
"confidence": "high",
"components": [
{
"name": "availability",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "current_access",
"label": "Current usable primary file",
"weight": 25,
"observation": "Current llms.txt retrieval succeeded (HTTP 200); usable text verified.",
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}
],
"explanation": "Current usable primary file: 25/25."
},
{
"name": "structure",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "title",
"label": "One project H1 at the beginning",
"weight": 10,
"observation": "1 H1 heading(s); starts with H1: yes.",
"points": 10
},
{
"id": "sections",
"label": "Coherent content sections",
"weight": 5,
"observation": "H2 with content: yes; no heading-level jumps: yes.",
"points": 5
},
{
"id": "file_lists",
"label": "Documentation links organized in lists",
"weight": 5,
"observation": "224 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "4 unique heading(s) out of 4; code examples are excluded.",
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"points": 24.57,
"rules": [
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"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "225 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "213 unique destination(s) from 225 valid occurrence(s).",
"points": 4.73
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "213 of 213 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.",
"points": 2.5
},
{
"id": "link_notes",
"label": "Context beside file links",
"weight": 2.5,
"observation": "199 of 213 unique links have notes beside a Markdown list link.",
"points": 2.34
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 213 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.",
"points": 10
}
],
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"name": "confidence",
"weight": 15,
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"points": 15,
"rules": [
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"label": "Age of last successful verification",
"weight": 10,
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"points": 10
},
{
"id": "latest_success",
"label": "Latest primary check succeeded",
"weight": 5,
"observation": "Latest primary verification succeeded.",
"points": 5
}
],
"explanation": "Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."
},
{
"name": "metadata",
"weight": 10,
"assessedWeight": 10,
"points": 0,
"rules": [
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"label": "Useful summary blockquote",
"weight": 5,
"observation": "A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.",
"points": 0
},
{
"id": "context",
"label": "Useful introductory context",
"weight": 5,
"observation": "An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.",
"points": 0
}
],
"explanation": "Useful summary blockquote: 0/5. Useful introductory context: 0/5."
}
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"availableWeight": 100,
"provisional": false,
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"warnings": [
"This measures observable documentation, not model rankings or citation probability.",
"H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.",
"Destination accessibility covers a sample of 5 out of 213 unique links, not the entire website."
]
},
"updatedAt": "2026-11-03T22:14:38.627Z"
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225 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
213 unique destination(s) from 225 valid occurrence(s).
213 of 213 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
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Destination responded successfully
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Destination accessibility covers a sample of 5 out of 213 unique links, not the entire website.
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