Agent discovery file
The agent-skills index was inspected for named, described capabilities; llms.txt alone does not fulfil this criterion.
xinference.co agent readiness score
Scanned 4 Nov 2026 · 15s
Agent readiness report
24/100
FPartial assessment#13 of 17 scanned businesses
30 of 78 checks verified. Unverified capabilities earn no points.
Agents can read your homepage without JavaScript. Provide a discoverable agent instruction file and link the actual interfaces.
Xinference: Self-serve Model API, hosted in Australia
Self-serve Model API for Kimi K3 and DeepSeek. One OpenAI-compatible API, hosted in Australia, at the same per-token price as the model vendor.
What agents found
132 checks from this scanAll findings, 132 checks
| Path | Value | Share of parent |
|---|---|---|
| Discovery | 16 checks | 12.1% |
| Discovery / Pass | 4 checks | 25% |
| Discovery / Pass / ARD discovery | 1 check | 25% |
| Discovery / Pass / ARD entry validity | 1 check | 25% |
| Discovery / Pass / robots.txt AI crawler policy | 1 check | 25% |
| Discovery / Pass / Homepage open to search indexing | 1 check | 25% |
| Discovery / Needs work | 1 check | 6.3% |
| Discovery / Needs work / Wikipedia / Wikidata entity presence | 1 check | 100% |
| Discovery / Not verified | 7 checks | 43.8% |
| Discovery / Not verified / Developer resource discoverability | 1 check | 14.3% |
| Discovery / Not verified / Brand name discoverability | 1 check | 14.3% |
| Discovery / Not verified / Listed in MCP registries | 1 check | 14.3% |
| Discovery / Not verified / NPM/PyPI SDK package | 1 check | 14.3% |
| Discovery / Not verified / Agent platform configs | 1 check | 14.3% |
| Discovery / Not verified / Agent Plugins manifest | 1 check | 14.3% |
| Discovery / Not verified / ChatGPT app listed | 1 check | 14.3% |
| Discovery / Not applicable | 4 checks | 25% |
| Discovery / Not applicable / AI Catalog discovery | 1 check | 25% |
| Discovery / Not applicable / ARD trust manifest | 1 check | 25% |
| Discovery / Not applicable / Category share of voice | 1 check | 25% |
| Discovery / Not applicable / Registry branding | 1 check | 25% |
| Access | 42 checks | 31.8% |
| Access / Pass | 13 checks | 31% |
| Access / Pass / Sitemap exists | 1 check | 7.7% |
| Access / Pass / Content without JavaScript | 1 check | 7.7% |
| Access / Pass / pricing.md exists | 1 check | 7.7% |
| Access / Pass / HTTP Link headers (RFC 8288) | 1 check | 7.7% |
| Access / Pass / Sitemap freshness (lastmod) | 1 check | 7.7% |
| Access / Pass / robots.txt agent-user policy | 1 check | 7.7% |
| Access / Pass / llms.txt exists | 1 check | 7.7% |
| Access / Pass / Public API/docs linked from homepage | 1 check | 7.7% |
| Access / Pass / JSON-LD entity linking (sameAs) | 1 check | 7.7% |
| Access / Pass / Metadata completeness | 1 check | 7.7% |
| Access / Pass / Schema type breadth | 1 check | 7.7% |
| Access / Pass / Redirect hygiene | 1 check | 7.7% |
| Access / Pass / Page token budget | 1 check | 7.7% |
| Access / Needs work | 6 checks | 14.3% |
| Access / Needs work / Agent discovery file | 1 check | 16.7% |
| Access / Needs work / Agent Skills index conformance (v0.2.0) | 1 check | 16.7% |
| Access / Needs work / Agent mode view | 1 check | 16.7% |
| Access / Needs work / Modular llms.txt per product area | 1 check | 16.7% |
| Access / Needs work / llms.txt formatting | 1 check | 16.7% |
| Access / Needs work / Markdown agent docs | 1 check | 16.7% |
| Access / Partial | 3 checks | 7.1% |
| Access / Partial / JSON-LD structured data | 1 check | 33.3% |
| Access / Partial / Organization schema completeness | 1 check | 33.3% |
| Access / Partial / Agent crawler reachability | 1 check | 33.3% |
| Access / Not verified | 9 checks | 21.4% |
| Access / Not verified / Not blocked by bot detection | 1 check | 11.1% |
| Access / Not verified / Listed on skills.sh | 1 check | 11.1% |
| Access / Not verified / Pricing info accessible | 1 check | 11.1% |
| Access / Not verified / Agent instruction / when-to-use | 1 check | 11.1% |
| Access / Not verified / Skills.sh skill quality | 1 check | 11.1% |
| Access / Not verified / Trust anchor pages | 1 check | 11.1% |
| Access / Not verified / Content behind auth | 1 check | 11.1% |
| Access / Not verified / OpenAPI spec published | 1 check | 11.1% |
| Access / Not verified / Developer portal | 1 check | 11.1% |
| Access / Not applicable | 11 checks | 26.2% |
| Access / Not applicable / A2A / agent-card | 1 check | 9.1% |
| Access / Not applicable / NLWeb Schema Feeds | 1 check | 9.1% |
| Access / Not applicable / MCP well-known discovery | 1 check | 9.1% |
| Access / Not applicable / Markdown URL fallback | 1 check | 9.1% |
| Access / Not applicable / llms.txt links resolve | 1 check | 9.1% |
| Access / Not applicable / Markdown alternate link | 1 check | 9.1% |
| Access / Not applicable / Markdown frontmatter metadata | 1 check | 9.1% |
| Access / Not applicable / Code fence validity | 1 check | 9.1% |
| Access / Not applicable / API catalog (RFC 9727) | 1 check | 9.1% |
| Access / Not applicable / Markdown content negotiation (acceptmarkdown.com) | 1 check | 9.1% |
| Access / Not applicable / Bot-UA markdown serving | 1 check | 9.1% |
| Usability | 68 checks | 51.5% |
| Usability / Needs work | 2 checks | 2.9% |
| Usability / Needs work / NLWeb /ask endpoint | 1 check | 50% |
| Usability / Needs work / NLWeb streaming support | 1 check | 50% |
| Usability / Partial | 1 check | 1.5% |
| Usability / Partial / Agent-friendly 404s | 1 check | 100% |
| Usability / Not verified | 27 checks | 39.7% |
| Usability / Not verified / Public API with reachable endpoints | 1 check | 3.7% |
| Usability / Not verified / OAuth 2.0 support | 1 check | 3.7% |
| Usability / Not verified / Scoped permissions | 1 check | 3.7% |
| Usability / Not verified / Agent onboarding friction | 1 check | 3.7% |
| Usability / Not verified / auth.md structure | 1 check | 3.7% |
| Usability / Not verified / Agent auth WWW-Authenticate hint | 1 check | 3.7% |
| Usability / Not verified / WebMCP support | 1 check | 3.7% |
| Usability / Not verified / Rate limit response headers | 1 check | 3.7% |
| Usability / Not verified / Idempotency-Key support | 1 check | 3.7% |
| Usability / Not verified / JSON error responses | 1 check | 3.7% |
| Usability / Not verified / REST typed error model | 1 check | 3.7% |
| Usability / Not verified / REST versioning / deprecation policy | 1 check | 3.7% |
| Usability / Not verified / REST pagination pattern | 1 check | 3.7% |
| Usability / Not verified / REST async-job pattern | 1 check | 3.7% |
| Usability / Not verified / CLI tool available | 1 check | 3.7% |
| Usability / Not verified / Multi-language SDK packages | 1 check | 3.7% |
| Usability / Not verified / REST response schema coverage | 1 check | 3.7% |
| Usability / Not verified / Sandbox / test environment | 1 check | 3.7% |
| Usability / Not verified / REST batch / bulk endpoint | 1 check | 3.7% |
| Usability / Not verified / Accessible document structure | 1 check | 3.7% |
| Usability / Not verified / Native interactive controls | 1 check | 3.7% |
| Usability / Not verified / Accessible names on controls | 1 check | 3.7% |
| Usability / Not verified / Form control labeling | 1 check | 3.7% |
| Usability / Not verified / Accessibility-tree injection safety (bonus) | 1 check | 3.7% |
| Usability / Not verified / A2UI / generative UI support | 1 check | 3.7% |
| Usability / Not verified / API schema complexity analysis | 1 check | 3.7% |
| Usability / Not verified / Function calling compatibility | 1 check | 3.7% |
| Usability / Not applicable | 38 checks | 55.9% |
| Usability / Not applicable / MCP tool descriptions | 1 check | 2.6% |
| Usability / Not applicable / MCP parameter schemas | 1 check | 2.6% |
| Usability / Not applicable / MCP server identity | 1 check | 2.6% |
| Usability / Not applicable / MCP tool listing | 1 check | 2.6% |
| Usability / Not applicable / MCP tool naming | 1 check | 2.6% |
| Usability / Not applicable / MCP auth mechanism | 1 check | 2.6% |
| Usability / Not applicable / MCP OAuth metadata | 1 check | 2.6% |
| Usability / Not applicable / MCP PKCE S256 support | 1 check | 2.6% |
| Usability / Not applicable / Web Bot Auth directory | 1 check | 2.6% |
| Usability / Not applicable / OAuth Protected Resource metadata (RFC 9728) | 1 check | 2.6% |
| Usability / Not applicable / auth.md exists | 1 check | 2.6% |
| Usability / Not applicable / auth.md walkthrough simulation | 1 check | 2.6% |
| Usability / Not applicable / Agent auth discovery metadata | 1 check | 2.6% |
| Usability / Not applicable / agent_auth endpoints reachable | 1 check | 2.6% |
| Usability / Not applicable / MCP server / manifest | 1 check | 2.6% |
| Usability / Not applicable / MCP error handling | 1 check | 2.6% |
| Usability / Not applicable / MCP modern transport | 1 check | 2.6% |
| Usability / Not applicable / MCP tool annotations | 1 check | 2.6% |
| Usability / Not applicable / MCP server-card.json | 1 check | 2.6% |
| Usability / Not applicable / Product + docs MCP coverage | 1 check | 2.6% |
| Usability / Not applicable / MCP resources exposed | 1 check | 2.6% |
| Usability / Not applicable / GraphQL typed error model | 1 check | 2.6% |
| Usability / Not applicable / GraphQL versioning / deprecation policy | 1 check | 2.6% |
| Usability / Not applicable / GraphQL pagination pattern | 1 check | 2.6% |
| Usability / Not applicable / GraphQL async-job pattern | 1 check | 2.6% |
| Usability / Not applicable / GraphQL schema description coverage | 1 check | 2.6% |
| Usability / Not applicable / GraphQL batch mutations | 1 check | 2.6% |
| Usability / Not applicable / MCP Apps support | 1 check | 2.6% |
| Usability / Not applicable / MCP Apps UI quality | 1 check | 2.6% |
| Usability / Not applicable / MCP App view reachable | 1 check | 2.6% |
| Usability / Not applicable / MCP App view CSP | 1 check | 2.6% |
| Usability / Not applicable / MCP resource quality | 1 check | 2.6% |
| Usability / Not applicable / PAP discovery document | 1 check | 2.6% |
| Usability / Not applicable / PAP issuer binding | 1 check | 2.6% |
| Usability / Not applicable / PAP sign-in and extension setup | 1 check | 2.6% |
| Usability / Not applicable / PAP conversation and API entries | 1 check | 2.6% |
| Usability / Not applicable / PAP endpoint authentication | 1 check | 2.6% |
| Usability / Not applicable / PAP consistency with other agent surfaces | 1 check | 2.6% |
| Payments | 6 checks | 4.5% |
| Payments / Not verified | 5 checks | 83.3% |
| Payments / Not verified / MPP payment protocol | 1 check | 20% |
| Payments / Not verified / x402 payment protocol | 1 check | 20% |
| Payments / Not verified / ACP - Agentic Commerce Protocol | 1 check | 20% |
| Payments / Not verified / ACP delegate payment | 1 check | 20% |
| Payments / Not verified / AP2 - Agent Payments Protocol | 1 check | 20% |
| Payments / Not applicable | 1 check | 16.7% |
| Payments / Not applicable / UCP - Universal Commerce Protocol | 1 check | 100% |
Group by
Readiness checks
Audit mapExplore the layers, evidence and fixes132 checks
Competitive analytics
Across 17 scanned businesses
Scanned businesses17
Average score36
Grade B or above0
Your rank13
Layer profile
Layer profile for xinference.co against the directory average. You: Discovery 42.9, Access 41.9, Usability 1.8. Directory average: Discovery 38.7, Access 46.5, Usability 26.1.
| Measure | You | Directory average |
|---|---|---|
| Discovery | 42.9 | 38.7 |
| Access | 41.9 | 46.5 |
| Usability | 1.8 | 26.1 |
Community neighbors
- #11linkedin.com25F
- #12ozbargain.com.au25F
- #13xinference.co24Fyou
- #14timetopay.us23F
- #15aiperth.co21F
Score distribution
- 10–9
- 110–19
- 820–29
- 130–39
- 040–49
- 350–59
- 360–69
- 070–79
- 080–89
- 090–100
Your range is highlighted · 17 businesses
Score over time
24/100
Latest scan · 4 Nov 2026
Rescan after your fixes to measure progress.Scan details & exports
Scanned 4 Nov 2026, 3:29:31 pm AWST · ae-readiness-2.3.0
Public collection: 80 probes, 75 seconds, 12 MiB, six declared hosts. Homepage, sitemap, published OpenAPI JSON and large Markdown responses allow 2 MiB; others 256 KiB. Crawler reachability uses response-head samples; full content is measured separately. Sitemap sample: four maps and first 200 locations per map. Developer resources: two namespace indexes, three declared child indexes, six entry points and six targeted second-hop pages plus up to four decision-selected observed documentation reads. No sign-in, form submission, tool execution or payment. Browser and external discovery have independent bounded measurements. Protocol discovery and documented capability do not prove a completed customer task. Inspected conventional public files in 0 repositories with verified GitHub profile backlinks; no qualifying artifact was established in this bounded sample. Inspected conventional public files in 0 repositories with verified GitHub profile backlinks; no qualifying artifact was established in this bounded sample. Brand search did not complete its bounded provider sample; no negative search verdict was assigned. Developer-resource search did not complete its bounded provider sample; no negative search verdict was assigned. App and skill search did not complete its bounded provider sample; no negative search verdict was assigned. Public skills.sh collection was partial; independently retrieved listing and SKILL.md receipts remain valid. A package registry sample was unavailable; independently verified package evidence remains valid. No official npm or PyPI SDK was attributed in the bounded sample; package absence remains unverified. No official SDK was attributed in the bounded npm, PyPI, RubyGems and Go samples; package absence remains unverified. Browser rendering was incomplete; captured markup cannot establish the full interactive surface. Browser collection: 19 public-read attempts (96-request limit), 1345722/6291456 received bytes. 5 Script: out-of-scope; 4 Connection: connect-src-restricted Documentation review could not finish; independently verified findings and native evidence are retained.