Public profileJSON
{
"schemaVersion": "1.0",
"name": "LFG Atlas",
"slug": "lfg-atlas",
"website": "https://lfgatlas.pages.dev",
"category": "game",
"description": "Free LFG board for 28 games, with a public API, feeds and a no-auth MCP server.",
"capabilities": [
"llmsTxt documentation",
"llmsFullTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://lfgatlas.pages.dev/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 304,
"checkedAt": "2026-11-10T22:31:01.451Z",
"lastSuccessfulAt": "2026-11-10T22:31:01.451Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 24631,
"estimatedTokens": 6158,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "03134dc458bf4f3f783878639c75b1cc8edca0da1c0c8269237bfc54425c0658",
"internalLinks": 177,
"externalLinks": 9,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "LFG Atlas",
"usefulTitle": true,
"headingCount": 6,
"uniqueHeadingCount": 6,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 186,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 186,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 186,
"annotatedLinks": 123
},
"linkHealth": {
"eligibleCount": 186,
"selectedCount": 5,
"sampledCount": 5,
"working": 5,
"broken": 0,
"unknown": 0,
"checkedAt": "2026-11-10T22:31:01.699Z",
"sourceHash": "03134dc458bf4f3f783878639c75b1cc8edca0da1c0c8269237bfc54425c0658",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://lfgatlas.pages.dev/g/cybercrew/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/ffxiv/free-companies/",
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"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/lol/clash/",
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"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/dayz/servers/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/zomboid/servers/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"headings": [
"LFG Atlas",
"Live data for agents (free, no key)",
"Game boards",
"Tools on the site",
"Rules for posting (website, API and agents)",
"Optional"
],
"warnings": [],
"summary": "Documentation sections: LFG Atlas; Live data for agents (free, no key); Game boards; Tools on the site; Rules for posting (website, API and agents); Optional.",
"summarySourceHash": "03134dc458bf4f3f783878639c75b1cc8edca0da1c0c8269237bfc54425c0658",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://lfgatlas.pages.dev/llms-full.txt",
"status": "verified",
"available": true,
"httpStatus": 304,
"checkedAt": "2026-11-10T22:31:01.597Z",
"lastSuccessfulAt": "2026-11-10T22:31:01.597Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 73933,
"estimatedTokens": 18479,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "238175c5e7d1a85fd128d4af1c463343dd76cd81358f0e392e1e112ab4db6d2c",
"internalLinks": 177,
"externalLinks": 9,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "LFG Atlas",
"usefulTitle": true,
"headingCount": 7,
"uniqueHeadingCount": 7,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 186,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 186,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 186,
"annotatedLinks": 183
},
"headings": [
"LFG Atlas",
"Live data for agents (free, no key)",
"Game boards",
"Tools on the site",
"Rules for posting (website, API and agents)",
"Optional",
"API details"
],
"warnings": [],
"summary": "Documentation sections: LFG Atlas; Live data for agents (free, no key); Game boards; Tools on the site; Rules for posting (website, API and agents); Optional.",
"summarySourceHash": "238175c5e7d1a85fd128d4af1c463343dd76cd81358f0e392e1e112ab4db6d2c",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"webmcp": null
},
"readiness": {
"score": 99,
"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 304); 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": "186 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "6 unique heading(s) out of 6; 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": 24.15,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "186 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "186 unique destination(s) from 186 valid occurrence(s).",
"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "186 of 186 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": "123 of 186 unique links have notes beside a Markdown list link.",
"points": 1.65
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 186 destinations sampled: 5 working, 0 confirmed 404/410, 0 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: 1.65/2.5. 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: 2026-11-10T22:31:01.451Z. 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": 99.15,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-10T22:31:02.765Z",
"lastVerifiedAt": "2026-11-10T22:31:01.451Z",
"evidence": {
"sourceUrl": "https://lfgatlas.pages.dev/llms.txt",
"contentHash": "03134dc458bf4f3f783878639c75b1cc8edca0da1c0c8269237bfc54425c0658",
"processingVersion": "2.0",
"retrievedAt": "2026-11-10T22:31:01.451Z"
},
"linkSampling": {
"eligibleCount": 186,
"selectedCount": 5,
"sampledCount": 5,
"working": 5,
"broken": 0,
"unknown": 0,
"checkedAt": "2026-11-10T22:31:01.699Z",
"sourceHash": "03134dc458bf4f3f783878639c75b1cc8edca0da1c0c8269237bfc54425c0658",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://lfgatlas.pages.dev/g/cybercrew/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/ffxiv/free-companies/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/lol/clash/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/dayz/servers/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://lfgatlas.pages.dev/g/zomboid/servers/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:31:01.699Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"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 186 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:31:02.766Z"
}