Agent Readiness Score
pinecone.io
47 — Developing. Agents can find parts of this site, but key capabilities are hard to reach.
HonestClaw measured how well pinecone.io's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability13.3/24
Content Accessibility16.2/24
Bot Access Control0/12
Protocol & Capability Discovery18.6/41
Authentication & Credentials8.5/19
Documentation Quality5.5/10
Structured Data I/O8/13
Observable State & Reliability3.7/15
Agent Safety & Trust6.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.pinecone.io).Parseable
Canonical domaincanonical-domainRoot and www converge on a single canonical host (www.pinecone.io).Parseable
robots.txtrobots-txtrobots.txt at https://pinecone.io/robots.txt declares a sitemap. Declared sitemap https://www.pinecone.io/sitemap.xml resolves as valid XML.Cross-verified
API catalogapi-catalogAPI Catalog found at https://pinecone.io/.well-known/api-catalog (application/linkset+json).Detected
sitemap.xmlsitemap-xmlhttps://www.pinecone.io/sitemap.xml is a dated sitemap whose URLs include docs/pricing/api surfaces.Cross-verified
API existenceapi-existenceA real API surface is declared at https://www.pinecone.io/openapi.json: the spec lists servers and paths. (source: spec)Parseable
API versioningapi-versioningAPI versioning is documented at https://docs.pinecone.io/reference/api/versioning (the versioning scheme). To reach the top level, it would need a documented deprecation/sunset lifecycle. (source: docs)Useful
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.pinecone.io/guides/get-started/overview.md alongside the docs HTML surface (https://docs.pinecone.io/).Parseable
Freshness signalsfreshness-signalsFreshness signals present: ETag header, sitemap lastmod.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (611 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilityReadable content is extractable without JavaScript on 2 probed surface(s) with a strong main-content ratio (86% on the homepage).Cross-verified
llms.txtllms-txtA curated llms.txt index is published at https://www.pinecone.io/llms.txt: 209 links across 12 sections.Cross-verified
llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).Not detected
ai.txtai-txtNo ai.txt file found (HTML pages at .txt paths do not qualify).Not detected
Bot Access Control
AI bot rulesai-bot-rulesrobots.txt is readable but declares no AI-bot-specific rules.Not detected
Content signalscontent-signalsrobots.txt is readable but declares no Content-Signal line.Not detected
RSL licensingrslrobots.txt is readable but declares no RSL License directive.Not detected
TDM reservationtdmrepNo TDMRep policy found at /.well-known/tdmrep.json.Not detected
Protocol & Capability Discovery
MCP supportmcp-supportFirst-party documentation at https://docs.pinecone.io/guides/assistant/mcp-server identifies the MCP endpoint https://prod-1-data.ke.pinecone.io/mcp/assistants/ai-news and explains both its capabilities and how clients connect or authenticate.Cross-verified
MCP descriptormcp-descriptorInformational — not scoredAn MCP server is published at https://pinecone.io/.well-known/mcp and points to where its server can be reached (https://www.pinecone.io/mcp/). To reach the top level, the description would also need to list the specific tools the server offers.Useful
MCP Server Cardmcp-server-cardA file exists at https://docs.pinecone.io/.well-known/mcp/server-card.json, but it doesn't contain the fields that describe an MCP Server Card.Detected
A2A Agent Carda2a-agent-cardAn A2A Agent Card at https://docs.pinecone.io/.well-known/agent-card.json declares 1 skill(s) and a connectable endpoint.Useful
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.pinecone.io.Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
Auth discoveryauth-discoveryCould not conclusively check for an auth-discovery surface (unreachable, rate-limited, or behind auth). Blocked by robots.txt for a generic compliant agent (Disallow: /).Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
Link headerslink-headersLink header(s) present with recognized rel values.Parseable
OpenAPI specificationopenapi-specValid OpenAPI 3.0.3 spec at https://www.pinecone.io/openapi.json: 72 operations, 170 schemas, 100% response coverage, servers declared.Cross-verified
SDK availabilitysdk-availabilitySDK libraries page at https://docs.pinecone.io/reference/pinecone-sdks: 5 GitHub repos, 0 registry links, 0 install commands (5 pointers).Cross-verified
Rate limit documentationrate-limit-docsRate limiting is mentioned at https://docs.pinecone.io/guides/assistant/pricing-and-limits, but not on a page dedicated to documenting it.Detected
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Authentication & Credentials
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Programmatic auth flowprogrammatic-auth-flowA programmatic auth flow is documented at https://docs.pinecone.io/api-reference/connectors/start-the-oauth-link-flow-for-a-provider, naming a non-interactive grant and a token endpoint. To reach the top level, it would need scopes and token expiry/refresh documented.Useful
Credential managementcredential-managementNo credential management documentation found at the standard docs locations an agent would check.Not detected
Auth documentationauth-documentationAuthentication is fully documented at https://docs.pinecone.io/api-reference/connectors/link-a-connector-with-an-api-key, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Documentation Quality
API reference depthapi-reference-depthAPI reference content is mentioned at https://docs.pinecone.io/guides/nexus/byoc/reference, but not on a dedicated reference page.Detected
Changelog presencechangelog-presenceA changelog is published at https://docs.pinecone.io/assistant-release-notes/2022 with multiple recent dated entries, indicating it is actively maintained.Cross-verified
Structured Data I/O
Structured data I/Ostructured-data-ioThe spec at https://www.pinecone.io/openapi.json declares typed, consistent response schemas (100% of operations) with a pagination pattern and a structured error envelope. (source: spec)Cross-verified
Machine-readable pricingmachine-readable-pricingNo machine-readable pricing endpoint found (HTML pricing pages do not qualify).Not detected
Data export APIdata-export-apiNo data export or bulk API documentation found at the standard docs locations an agent would check.Not detected
Observable State & Reliability
Status & health endpointsstatus-and-healthStatus page found at https://status.pinecone.io/ (HTTP 200).Detected
Webhook documentationwebhook-documentationNo webhook or event documentation found at the standard docs locations an agent would check.Not detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Error documentationerror-documentationErrors are documented at https://docs.pinecone.io/guides/production/error-handling with specific codes or a documented response shape. To reach the top level, it would need recovery guidance and a machine-readable error format, or corroboration against the API spec.Useful
Machine payments (x402/MPP)x402-or-mpp-supportInformational — not scoredNo machine-payment signal observed (no HTTP 402, no payment-required response header, and no /.well-known/x402.json manifest). Payment support cannot be ruled out from an unauthenticated probe.Couldn't verify
Agent Safety & Trust
security.txtsecurity-txtNo security.txt found at /.well-known/security.txt or /security.txt.Not detected
Legal policy pageslegal-pagesBoth privacy and terms policies are discoverable with substantive content.Useful
Org identity signalsorg-identityHomepage exposes three org-identity signal types (legal_name, address, social).Useful
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified