--- title: "Baseten agent readiness score: 51/100 · Agentrail" description: "The website is strongest in discovery, passing checks for brand name discoverability and its AI crawler policy, but misses WebMCP support and agent-friendly page-not-found responses." canonical: "https://www.agentrail.co/agent-readiness/baseten.co" --- Full report ## See what each check found, and how to fix it. Evidence, step-by-step fixes and your score over time, for your own site. [Get started →](https://app.agentrail.co/login?utm%5Fsource=agentrail.co&utm%5Fmedium=website&utm%5Fcampaign=agent-readiness%2Fbaseten.co&utm%5Fcontent=company-report) Free to start. No card. Access 21 to fix - Content without JavaScriptRequiredHow to fix → - Agent discovery fileRequiredHow to fix → - Agent Skills index conformance (v0.2.0)EmergingHow to fix → - A2A / agent-cardRecommendedHow to fix → Fixes unlock with the full report Where the score comes from 47 of 90 points How baseten.co scores on each of the four questions agents ask. Discovery17/20 Access15/30 Usability15/40 Paymentsnot scored yet Strongest ### Discovery ARD discovery, AI Catalog discovery, and 1 more are missing. 17/20 Most to gain ### Usability auth.md exists, auth.md structure, and 6 more are missing. 15/40 Most to gain ### Access Content without JavaScript, Agent discovery file, and 11 more are missing. 15/30 Not scored yet ### Payments ( bonus ) Counts when scoring opens. — Every check 125checks - Passed**14** - To fix**24** - Not in the score**87** 38 checks count toward the score. The other 87 are tracked for later. Discovery17 of 203 to fix2 passed ARD discoveryRequired0 / 1 AI Catalog discoveryRecommended0 / 1 Wikipedia / Wikidata entity presenceRecommended0 / 4 Brand name discoverabilityRequired3 / 3 robots.txt AI crawler policyRequired2 / 2 \+ 10 checks not in the score ARD entry validityRecommendedNot counted ARD trust manifestRecommendedNot counted Category share of voiceRecommendedNot counted Developer resource discoverabilityRecommendedNot counted Listed in MCP registriesRecommendedNot counted NPM/PyPI SDK packageRecommendedNot counted Agent platform configsEmergingNot counted Agent Plugins manifestEmergingNot counted Registry brandingEmergingNot counted ChatGPT app listedRecommendedNot counted Access15 of 3012 to fix1 partly10 passed Content without JavaScriptRequired0 / 3 Agent discovery fileRequired0 / 2 A2A / agent-cardRecommended0 / 2 MCP well-known discoveryRecommended0 / 2 HTTP Link headers (RFC 8288)Required0 / 1 JSON-LD structured dataRequired0 / 4 JSON-LD entity linking (sameAs)Recommended0 / 2 Organization schema completenessRecommended0 / 2 Schema type breadthRecommended0 / 2 Trust anchor pagesRequired0 / 2 API catalog (RFC 9727)Required0 / 2 Markdown content negotiation (acceptmarkdown.com)Recommended0 / 1 Metadata completenessRequired1 / 2 Sitemap existsRequired2 / 2 Not blocked by bot detectionRequired2 / 2 Sitemap freshness (lastmod)Recommended1 / 1 robots.txt agent-user policyRequired2 / 2 llms.txt existsRequired1 / 1 llms.txt formattingRecommended2 / 2 llms.txt links resolveRecommended2 / 2 Redirect hygieneRecommended1 / 1 Page token budgetRecommended1 / 1 Agent crawler reachabilityRecommended2 / 2 \+ 19 checks not in the score Agent Skills index conformance (v0.2.0)EmergingNot counted Listed on skills.shEmergingNot counted pricing.md existsEmergingNot counted NLWeb Schema FeedsEmergingNot counted Agent mode viewEmergingNot counted Markdown URL fallbackEmergingNot counted Modular llms.txt per product areaEmergingNot counted Pricing info accessibleRequiredNot counted Public API/docs linked from homepageRequiredNot counted Agent instruction / when-to-useRequiredNot counted Skills.sh skill qualityEmergingNot counted Markdown alternate linkEmergingNot counted Markdown frontmatter metadataEmergingNot counted Code fence validityEmergingNot counted Content behind authRecommendedNot counted OpenAPI spec publishedRequiredNot counted Developer portalRecommendedNot counted Markdown agent docsEmergingNot counted Bot-UA markdown servingEmergingNot counted Usability15 of 407 to fix1 partly2 passed auth.md existsRequired0 / 2 auth.md structureRecommended0 / 2 agent\_auth endpoints reachableRecommended0 / 2 WebMCP supportRequired0 / 5 Sandbox / test environmentRecommended0 / 2 Agent-friendly 404sRecommended0 / 2 Accessible document structureRecommended0 / 3 Agent auth discovery metadataRecommended1 / 3 OAuth Protected Resource metadata (RFC 9728)Required2 / 2 Agent auth WWW-Authenticate hintRecommended1 / 1 \+ 52 checks not in the score MCP tool descriptionsRecommendedNot counted MCP parameter schemasRecommendedNot counted MCP server identityRecommendedNot counted MCP tool listingRecommendedNot counted MCP tool namingRecommendedNot counted Public API with reachable endpointsRequiredNot counted OAuth 2.0 supportRequiredNot counted Scoped permissionsRecommendedNot counted MCP auth mechanismRecommendedNot counted MCP OAuth metadataRecommendedNot counted MCP PKCE S256 supportRecommendedNot counted Agent onboarding frictionRecommendedNot counted Web Bot Auth directoryEmergingNot counted auth.md walkthrough simulationRecommendedNot counted MCP server / manifestRequiredNot counted MCP error handlingRecommendedNot counted MCP modern transportRecommendedNot counted Rate limit response headersRecommendedNot counted Idempotency-Key supportRecommendedNot counted JSON error responsesRequiredNot counted REST typed error modelRecommendedNot counted REST versioning / deprecation policyRecommendedNot counted REST pagination patternRecommendedNot counted REST async-job patternRecommendedNot counted CLI tool availableRecommendedNot counted Multi-language SDK packagesRecommendedNot counted NLWeb /ask endpointEmergingNot counted NLWeb streaming supportEmergingNot counted REST response schema coverageRecommendedNot counted MCP tool annotationsRecommendedNot counted MCP server-card.jsonRecommendedNot counted Product + docs MCP coverageRecommendedNot counted REST batch / bulk endpointRecommendedNot counted MCP resources exposedRecommendedNot counted GraphQL typed error modelRecommendedNot counted GraphQL versioning / deprecation policyRecommendedNot counted GraphQL pagination patternRecommendedNot counted GraphQL async-job patternRecommendedNot counted GraphQL schema description coverageRecommendedNot counted GraphQL batch mutationsRecommendedNot counted Native interactive controlsRecommendedNot counted Accessible names on controlsRecommendedNot counted Form control labelingRecommendedNot counted Accessibility-tree injection safety (bonus)RecommendedNot counted MCP Apps supportRecommendedNot counted A2UI / generative UI supportEmergingNot counted MCP Apps UI qualityRecommendedNot counted MCP App view reachableRecommendedNot counted MCP App view CSPRecommendedNot counted API schema complexity analysisRecommendedNot counted Function calling compatibilityRecommendedNot counted MCP resource qualityRecommendedNot counted PaymentsNot scored yet \+ 6 checks not in the score MPP payment protocolRequiredNot counted x402 payment protocolRequiredNot counted UCP - Universal Commerce ProtocolRequiredNot counted ACP - Agentic Commerce ProtocolRequiredNot counted ACP delegate paymentRecommendedNot counted AP2 - Agent Payments ProtocolRecommendedNot counted