docs.inkeep.com
Inkeep
AI search and support assistant trained on your docs.
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docs.inkeep.com
AI search and support assistant trained on your docs.
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.
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 · provisional
How this score is calculated
round(77.5 ÷ 90 × 100) = 86/100
77.5 points earned out of 90 assessed. 10 unmeasured points are excluded; this score is provisional. 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: Inkeep; Docs. Derived from headings; source checked 2026-11-10.
Listing updated: . Machine-readable profile (JSON)
{
"schemaVersion": "1.0",
"name": "Inkeep",
"slug": "inkeep",
"website": "https://docs.inkeep.com",
"category": "ai",
"description": "AI search and support assistant trained on your docs.",
"capabilities": [
"llmsTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://docs.inkeep.com/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:16:22.404Z",
"lastSuccessfulAt": "2026-11-10T22:16:22.404Z",
"contentType": "text/plain;charset=UTF-8",
"contentSize": 18171,
"estimatedTokens": 4543,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "447d6b149749c5ccd43ed652ac1bc2893ad4e54b0ef4cdcc81cfd0403fec214c",
"internalLinks": 211,
"externalLinks": 0,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "Inkeep",
"usefulTitle": true,
"headingCount": 2,
"uniqueHeadingCount": 2,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 211,
"summaryPresent": false,
"contextPresent": false,
"validLinks": 211,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 211,
"annotatedLinks": 0
},
"linkHealth": {
"eligibleCount": 211,
"selectedCount": 5,
"sampledCount": 5,
"working": 0,
"broken": 0,
"unknown": 5,
"checkedAt": "2026-11-10T22:16:23.929Z",
"sourceHash": "447d6b149749c5ccd43ed652ac1bc2893ad4e54b0ef4cdcc81cfd0403fec214c",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://docs.inkeep.com/deployment/inkeep-enterprise/get-started",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/talk-to-your-agents/customization/content-security-policy",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/api-reference/project-members",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/api-reference/user-project-memberships",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/typescript-sdk/tools/function-tools",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
}
]
},
"headings": [
"Inkeep",
"Docs"
],
"warnings": [
"Quality suggestion: add a short summary blockquote before the file sections."
],
"summary": "Documentation sections: Inkeep; Docs.",
"summarySourceHash": "447d6b149749c5ccd43ed652ac1bc2893ad4e54b0ef4cdcc81cfd0403fec214c",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": {
"type": "llmsFullTxt",
"url": "https://docs.inkeep.com/llms-full.txt",
"status": "unavailable",
"available": false,
"httpStatus": null,
"checkedAt": "2026-11-10T22:16:23.189Z",
"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": 86,
"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": "211 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "2 unique heading(s) out of 2; 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": 15,
"points": 12.5,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "211 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "211 unique destination(s) from 211 valid occurrence(s).",
"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "211 of 211 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": "0 of 211 unique links have notes beside a Markdown list link.",
"points": 0
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 211 destinations sampled: 0 working, 0 confirmed 404/410, 5 unknown. No decisive result: these 10 points are excluded from the assessed maximum.",
"points": null
}
],
"explanation": "Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 0/2.5. Sampled destination accessibility: not measured."
},
{
"name": "confidence",
"weight": 15,
"assessedWeight": 15,
"points": 15,
"rules": [
{
"id": "verification_age",
"label": "Age of last successful verification",
"weight": 10,
"observation": "Last success: 2026-11-10T22:16:22.404Z. 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": 0,
"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": 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."
}
],
"earnedPoints": 77.5,
"assessedWeight": 90,
"availableWeight": 100,
"provisional": true,
"calculatedAt": "2026-11-10T22:16:27.362Z",
"lastVerifiedAt": "2026-11-10T22:16:22.404Z",
"evidence": {
"sourceUrl": "https://docs.inkeep.com/llms.txt",
"contentHash": "447d6b149749c5ccd43ed652ac1bc2893ad4e54b0ef4cdcc81cfd0403fec214c",
"processingVersion": "2.0",
"retrievedAt": "2026-11-10T22:16:22.404Z"
},
"linkSampling": {
"eligibleCount": 211,
"selectedCount": 5,
"sampledCount": 5,
"working": 0,
"broken": 0,
"unknown": 5,
"checkedAt": "2026-11-10T22:16:23.929Z",
"sourceHash": "447d6b149749c5ccd43ed652ac1bc2893ad4e54b0ef4cdcc81cfd0403fec214c",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://docs.inkeep.com/deployment/inkeep-enterprise/get-started",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/talk-to-your-agents/customization/content-security-policy",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/api-reference/project-members",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/api-reference/user-project-memberships",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
},
{
"url": "https://docs.inkeep.com/typescript-sdk/tools/function-tools",
"status": "unknown",
"httpStatus": null,
"reason": "oversized",
"attempted": true,
"checkedAt": "2026-11-10T22:16:23.929Z"
}
]
},
"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.",
"Provisional score: 10 unmeasured points excluded. Unknown destinations are not classified as broken.",
"Destination accessibility covers a sample of 5 out of 211 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:16:27.363Z"
}Related listings based on category, resource types, and description keywords
notes.yachiyo.im
Chinese-language AI research notes on models, agents, safety and policy, researched and written by Quill, an AI research assistant. Plain-text copies of every article are linked from llms.txt.
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.
211 valid link occurrence(s) inside Markdown lists.
2 unique heading(s) out of 2; 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: 0/2.5. Sampled destination accessibility: not measured.
211 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
211 unique destination(s) from 211 valid occurrence(s).
211 of 211 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
0 of 211 unique links have notes beside a Markdown list link.
5 of 211 destinations sampled: 0 working, 0 confirmed 404/410, 5 unknown. No decisive result: these 10 points are excluded from the assessed maximum.
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: 2026-11-10T22:16:22.404Z. 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: 0/5. Useful introductory context: 0/5.
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.
How to improve: Add a useful > summary and a separate introductory paragraph before the first ## section in the file itself. Each must contain at least 20 non-whitespace characters and not consist only of placeholder text. Each earns five default points. Editing listing form fields alone does not improve this component.
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 22:16:27 UTC.
5 of 211 unique destinations checked: 0 working, 0 confirmed broken, 5 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 22:16:23 UTC · Source snapshot: 447d6b149749
Response exceeded the sample size limit
Response exceeded the sample size limit
Response exceeded the sample size limit
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.
Provisional score: 10 unmeasured points excluded. Unknown destinations are not classified as broken.
Destination accessibility covers a sample of 5 out of 211 unique links, not the entire website.
AI Resource Readiness
Confidence: high· V2
agent-yellow-pages-opti.netlify.app
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AI Resource Readiness
Confidence: high· V2
aibenchmarkindex.com
AI Benchmark Index lists AI and large language model benchmarks. Compare them by task, data licence, scoring method, access and reported results.
AI Resource Readiness
Confidence: high· V2
aigovernancetools.fyi
AIGovernanceTools lists AI governance, risk and compliance software for the EU AI Act, ISO/IEC 42001, LLM guardrails, red teaming, bias testing and monitoring. Compare vendors, or query the same data through a free API and MCP endpoint.
AI Resource Readiness
Confidence: high· V2
docs.anthropic.com
Claude API documentation and developer resources.
AI Resource Readiness
Confidence: high· V2
devpause.vercel.app
DevPause is a free Chrome extension that adds buttons under ChatGPT, Claude and Gemini answers: clean copy, shorten, simplify, convert to table, give an example, continue. Ad-supported, no paid tier, made in Tashkent.
AI Resource Readiness
Confidence: high· V2
Response exceeded the sample size limit
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.