developers.cloudflare.com
Cloudflare
Documentation for Cloudflare's global network, security, and developer platform.
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developers.cloudflare.com
Documentation for Cloudflare's global network, security, and developer platform.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
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: medium· V2
How this score is calculated
round(100 ÷ 100 × 100) = 100/100
100 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: Cloudflare Developer Documentation; Application performance; Application security; Cloudflare One; Consumer services; Core platform. Derived from headings; source checked 2026-11-03.
Listing updated: . Machine-readable profile (JSON)
{
"schemaVersion": "1.0",
"name": "Cloudflare",
"slug": "cloudflare",
"website": "https://developers.cloudflare.com",
"category": "developer-tools",
"description": "Documentation for Cloudflare's global network, security, and developer platform.",
"capabilities": [
"llmsTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://developers.cloudflare.com/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:54.965Z",
"lastSuccessfulAt": "2026-11-03T22:13:54.965Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 16787,
"estimatedTokens": 4196,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "98a8e406e6189697544c81c2dc9093d191e2fd2e0a8f095945bd6d9153819490",
"internalLinks": 112,
"externalLinks": 0,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "Cloudflare Developer Documentation",
"usefulTitle": true,
"headingCount": 10,
"uniqueHeadingCount": 10,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 112,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 112,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 112,
"annotatedLinks": 112
},
"linkHealth": {
"eligibleCount": 112,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-03T22:13:55.397Z",
"sourceHash": "98a8e406e6189697544c81c2dc9093d191e2fd2e0a8f095945bd6d9153819490",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://developers.cloudflare.com/agent-lee/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/logs/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/workflows/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/multi-cloud-networking/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/ai/llms.txt",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-03T22:13:55.397Z"
}
]
},
"headings": [
"Cloudflare Developer Documentation",
"Application performance",
"Application security",
"Cloudflare One",
"Consumer services",
"Core platform",
"Developer platform",
"Docs collections",
"Network security",
"Other"
],
"warnings": [],
"summary": "Documentation sections: Cloudflare Developer Documentation; Application performance; Application security; Cloudflare One; Consumer services; Core platform.",
"summarySourceHash": "98a8e406e6189697544c81c2dc9093d191e2fd2e0a8f095945bd6d9153819490",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://developers.cloudflare.com/llms-full.txt",
"status": "unavailable",
"available": false,
"httpStatus": null,
"checkedAt": "2026-11-03T22:13:55.124Z",
"lastSuccessfulAt": null,
"warnings": [
"Latest retrieval did not establish resource availability. Previous successful evidence, if any, is retained with reduced confidence."
],
"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": 100,
"version": "2.0",
"confidence": "medium",
"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.",
"points": 25
}
],
"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": "112 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "10 unique heading(s) out of 10; code examples are excluded.",
"points": 5
}
],
"explanation": "One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."
},
{
"name": "links",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "112 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "112 unique destination(s) from 112 valid occurrence(s).",
"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "112 of 112 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": "112 of 112 unique links have notes beside a Markdown list link.",
"points": 2.5
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 112 destinations sampled: 4 working, 0 confirmed 404/410, 1 unknown. Only working and confirmed-broken results enter this fraction.",
"points": 10
}
],
"explanation": "Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.5/2.5. Sampled destination accessibility: 10/10."
},
{
"name": "confidence",
"weight": 15,
"assessedWeight": 15,
"points": 15,
"rules": [
{
"id": "verification_age",
"label": "Age of last successful verification",
"weight": 10,
"observation": "Last success: 2026-11-03T22:13:54.965Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.",
"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": 10,
"rules": [
{
"id": "summary",
"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": 5
},
{
"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": 5
}
],
"explanation": "Useful summary blockquote: 5/5. Useful introductory context: 5/5."
}
],
"earnedPoints": 100,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-03T22:13:56.002Z",
"lastVerifiedAt": "2026-11-03T22:13:54.965Z",
"evidence": {
"sourceUrl": "https://developers.cloudflare.com/llms.txt",
"contentHash": "98a8e406e6189697544c81c2dc9093d191e2fd2e0a8f095945bd6d9153819490",
"processingVersion": "2.0",
"retrievedAt": "2026-11-03T22:13:54.965Z"
},
"linkSampling": {
"eligibleCount": 112,
"selectedCount": 5,
"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
"checkedAt": "2026-11-03T22:13:55.397Z",
"sourceHash": "98a8e406e6189697544c81c2dc9093d191e2fd2e0a8f095945bd6d9153819490",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://developers.cloudflare.com/agent-lee/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/logs/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/workflows/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/multi-cloud-networking/llms.txt",
"httpStatus": 200,
"checkedAt": "2026-11-03T22:13:55.397Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://developers.cloudflare.com/ai/llms.txt",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-03T22:13:55.397Z"
}
]
},
"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 112 unique links, not the entire website."
]
},
"updatedAt": "2026-11-03T22:13:56.002Z"
}Related listings based on category, resource types, and description keywords
docs.lastscanned.com
Developer documentation for lastscanned's 542-carrier package tracking REST API, stateless MCP server, x402/MPP payment endpoints, and automated Shipment Watches & HMAC-SHA256 webhooks.
One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5.
1 H1 heading(s); starts with H1: yes.
H2 with content: yes; no heading-level jumps: yes.
112 valid link occurrence(s) inside Markdown lists.
10 unique heading(s) out of 10; code examples are excluded.
Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.5/2.5. Sampled destination accessibility: 10/10.
112 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
112 unique destination(s) from 112 valid occurrence(s).
112 of 112 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
112 of 112 unique links have notes beside a Markdown list link.
5 of 112 destinations sampled: 4 working, 0 confirmed 404/410, 1 unknown. Only working and confirmed-broken results enter this fraction.
Age of last successful verification: 10/10. Latest primary check succeeded: 5/5.
Last success: 2026-11-03T22:13:54.965Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.
Latest primary verification succeeded.
Useful summary blockquote: 5/5. Useful introductory context: 5/5.
A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.
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.
80–100%50–79%0–49%Gray: not assessed
Component colors use earned points ÷ assessed points. Unmeasured checks are excluded from the assessed maximum. Model v2.0. Calculated 2026-11-03 22:13:56 UTC.
5 of 112 unique destinations checked: 4 working, 0 confirmed broken, 1 unknown. We check up to five destinations, not every page. A successful HTTP response does not prove that a page is relevant or factually correct.
Sample checked: 2026-11-03 22:13:55 UTC · Source snapshot: 98a8e406e618
Destination responded successfully
Destination responded successfully
Destination responded successfully
Last verified: 2026-11-03.
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 112 unique links, not the entire website.
AI Resource Readiness
Confidence: high· V2
agentsandboxes.fyi
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AI Resource Readiness
Confidence: high· V2
apiclaw.biz
Flat-rate [OI]-compatible AI API gateway. One key for Claude, GPT, Gemini, DeepSeek, Qwen, Kimi and 100+ models from $19/mo with unlimited tokens per request and a daily request quota that resets at 00:00 UTC. Works with Cursor, [CC], Codex CLI, Cline, Windsurf and OpenCode. 50 free trial requests, no card.
AI Resource Readiness
Confidence: medium· V2
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Free single-purpose browser tools for people who build with AI: llms.txt Checker, Claude Skill Validator, UUID v7 generator and model pricing notes. No signup.
AI Resource Readiness
Confidence: high· V2
curlshot.com
CurlShot is a screenshot API: one HTTP request turns a URL, HTML or Markdown into a PNG, JPEG, WebP, PDF or scrolling video. Ships llms.txt, llms-full.txt, a markdown twin of every docs page, an OpenAPI 3.1 file and a hosted MCP server for AI agents.
AI Resource Readiness
Confidence: medium· V2
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AI Resource Readiness
Confidence: medium· V2
Destination responded successfully
Response exceeded the sample size limit
Only HTTP 404/410 is classified as confirmed broken. HTTP 403/429, timeouts and incomplete checks remain unknown. If all sample outcomes are unknown, the link-health check is excluded from the assessed maximum and the score is marked provisional.