magentlab.com
844 cited clinical calculators and medical code lookup tools for AI agents (842 published-formula calculators such as CKD-EPI 2021 eGFR, plus 2 code-lookup routes for ICD-10-CM, RxNorm and LOINC). Calculator results include the formula and its citation. $0.005 USDC per call on Base (eip155:8453) via x402 v2; no API keys or accounts. Discovery: api.magentlab.com/.well-known/x402, /openapi.json, /v1/catalog, /llms.txt. Not a medical device and not a treatment recommendation.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
Listing updated: . Machine-readable profile (JSON)
{
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"name": "Magent",
"slug": "magent",
"website": "https://magentlab.com",
"category": "ai-tools",
"description": "844 cited clinical calculators and medical code lookup tools for AI agents (842 published-formula calculators such as CKD-EPI 2021 eGFR, plus 2 code-lookup routes for ICD-10-CM, RxNorm and LOINC). Calculator results include the formula and its citation. $0.005 USDC per call on Base (eip155:8453) via x402 v2; no API keys or accounts. Discovery: api.magentlab.com/.well-known/x402, /openapi.json, /v1/catalog, /llms.txt. Not a medical device and not a treatment recommendation.",
"capabilities": [
"llmsTxt documentation",
"llmsFullTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://magentlab.com/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:16.821Z",
"lastSuccessfulAt": "2026-11-10T22:13:16.821Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 13710,
"estimatedTokens": 3427,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "e9eaade13572a45c48f1f40d2e27f3a6c391b2acf13ab83ae269c7abce2974fb",
"internalLinks": 172,
"externalLinks": 5,
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"title": "Magent",
"usefulTitle": true,
"headingCount": 6,
"uniqueHeadingCount": 6,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 177,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 177,
"invalidLinks": 0,
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"descriptiveLinks": 177,
"annotatedLinks": 17
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"linkHealth": {
"eligibleCount": 177,
"selectedCount": 5,
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"sourceHash": "e9eaade13572a45c48f1f40d2e27f3a6c391b2acf13ab83ae269c7abce2974fb",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
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"checkedAt": "2026-11-10T22:13:17.815Z",
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"status": "working",
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"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
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"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
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},
{
"url": "https://magentlab.com/docs",
"httpStatus": 500,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
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}
]
},
"headings": [
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"Docs",
"Calculator explainers",
"Discovery",
"MCP",
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],
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"summary": "Documentation sections: Magent; Docs; Calculator explainers; Discovery; MCP; Example paid route.",
"summarySourceHash": "e9eaade13572a45c48f1f40d2e27f3a6c391b2acf13ab83ae269c7abce2974fb",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://api.magentlab.com/llms-full.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.187Z",
"lastSuccessfulAt": "2026-11-10T22:13:17.187Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 179626,
"estimatedTokens": 44021,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "ff28876ad67b538e4dd267b898bdec262385fee1e0976762cdd9b314d45418b3",
"internalLinks": 0,
"externalLinks": 317,
"document": {
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"firstBlockIsH1": true,
"title": "magent (full)",
"usefulTitle": true,
"headingCount": 24,
"uniqueHeadingCount": 24,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 300,
"summaryPresent": false,
"contextPresent": true,
"validLinks": 317,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 316,
"annotatedLinks": 150
},
"headings": [
"magent (full)",
"Pay (x402 V2)",
"Schemes",
"@x402/fetch example",
"Tools",
"Payment smoke (not a product)",
"MCP",
"Calculator explainers",
"Body size",
"Fluids",
"Hemodynamics",
"Respiratory"
],
"warnings": [
"Quality suggestion: add a short summary blockquote before the file sections."
],
"summary": "Documentation sections: magent (full); Pay (x402 V2); Schemes; @x402/fetch example; Tools; Payment smoke (not a product).",
"summarySourceHash": "ff28876ad67b538e4dd267b898bdec262385fee1e0976762cdd9b314d45418b3",
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"method": "markdown-ast-analysis"
},
"webmcp": null
},
"readiness": {
"score": 98,
"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": "177 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
}
],
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},
{
"name": "links",
"weight": 25,
"assessedWeight": 25,
"points": 22.74,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "177 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "177 unique destination(s) from 177 valid occurrence(s).",
"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "177 of 177 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": "17 of 177 unique links have notes beside a Markdown list link.",
"points": 0.24
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 177 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: 0.24/2.5. 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: 2026-11-10T22:13:16.821Z. 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": 97.74,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-10T22:13:18.933Z",
"lastVerifiedAt": "2026-11-10T22:13:16.821Z",
"evidence": {
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"sampledCount": 5,
"working": 4,
"broken": 0,
"unknown": 1,
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"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://magentlab.com/docs/nihss.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://magentlab.com/docs/lights.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://magentlab.com/docs/spesi.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://magentlab.com/docs/painad.md",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://magentlab.com/docs",
"httpStatus": 500,
"checkedAt": "2026-11-10T22:13:17.815Z",
"attempted": true,
"status": "unknown",
"reason": "server_error"
}
]
},
"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 177 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:13:18.933Z"
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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.
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How this score is calculated
round(97.74 ÷ 100 × 100) = 98/100
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Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
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llms-full.txt: Documentation sections: magent (full); Pay (x402 V2); Schemes; @x402/fetch example; Tools; Payment smoke (not a product). Derived from headings; source checked 2026-11-10.
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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.
177 valid link occurrence(s) inside Markdown lists.
6 unique heading(s) out of 6; 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: 0.24/2.5. Sampled destination accessibility: 10/10.
177 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
177 unique destination(s) from 177 valid occurrence(s).
177 of 177 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
17 of 177 unique links have notes beside a Markdown list link.
5 of 177 destinations sampled: 4 working, 0 confirmed 404/410, 1 unknown. Only working and confirmed-broken results enter this fraction.
Use unique HTTP(S) documentation links with descriptive labels and short notes beside list links. Fix confirmed HTTP 404/410 destinations in the sample below. Access-denied, rate-limited or timed-out checks are unknown, not confirmed broken. Request a recheck after changes; more links alone earn no extra points.
Age of last successful verification: 10/10. Latest primary check succeeded: 5/5.
Last success: 2026-11-10T22:13:16.821Z. 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 2026-11-10 22:13:18 UTC.
5 of 177 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: 2026-11-10 22:13:17 UTC · Source snapshot: e9eaade13572
Destination responded successfully
Destination responded successfully
Destination responded successfully
Last verified: 2026-11-10.
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 177 unique links, not the entire website.
Destination responded successfully
Server error; destination health is unknown
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.