Agent Readiness Score
mistral.ai
47 — Developing. Agents can find parts of this site, but key capabilities are hard to reach.
HonestClaw measured how well mistral.ai's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability14.9/24
Content Accessibility10.6/24
Bot Access Control0/12
Protocol & Capability Discovery17/41
Authentication & Credentials14.6/19
Documentation Quality5.3/10
Structured Data I/O8/13
Observable State & Reliability3.5/15
Agent Safety & Trust5.1/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.mistral.ai).Parseable
robots.txtrobots-txtrobots.txt at https://mistral.ai/robots.txt declares a sitemap. Declared sitemap https://mistral.ai/sitemap-index.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://mistral.ai/sitemap-index.xml is a valid sitemap with lastmod and real (non-homepage) URLs.Useful
Canonical domaincanonical-domainRoot and www converge on mistral.ai, with a matching canonical tag.Cross-verified
API existenceapi-existenceA real API surface is declared at https://docs.mistral.ai/openapi.yaml: the spec lists servers and paths. (source: spec)Parseable
API catalogapi-catalogNo RFC 9727 API Catalog found at /.well-known/api-catalog.Not detected
API versioningapi-versioningThe API version lifecycle is documented at https://docs.mistral.ai/inference/model-lifecycle, including deprecation/sunset. (source: docs)Cross-verified
Content Accessibility
llms.txtllms-txtA curated llms.txt index is published at https://mistral.ai/llms.txt: 27 links across 8 sections.Cross-verified
Freshness signalsfreshness-signalsNo freshness signals found (no Last-Modified, ETag, or sitemap lastmod).Not detected
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredNo crawl-cost signals found (no sitemap URL inventory or Crawl-delay directive).Not detected
llms-full.txtllms-full-txtNo llms-full.txt file found (HTML pages at .txt paths do not qualify).Not detected
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (62% of visible text) is extractable from raw HTML on the homepage.Useful
Markdown twinmarkdown-twinNo markdown twin found alongside probed docs HTML surfaces.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 descriptormcp-descriptorInformational — not scoredNo MCP descriptor found at the standard locations an agent would check.Not detected
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specValid OpenAPI 3.1.0 spec at https://docs.mistral.ai/openapi.yaml: 288 operations, 756 schemas, 100% response coverage, servers declared.Cross-verified
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.mistral.ai.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://docs.mistral.ai/resources/sdks: 15 GitHub repos, 0 registry links, 2 install commands (17 pointers).Cross-verified
A2A Agent Carda2a-agent-cardNo A2A Agent Card found at the standard well-known locations.Not detected
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
MCP Server Cardmcp-server-cardNo MCP Server Card found at the standard locations an agent would check.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
Auth discoveryauth-discoveryA drivable auth-discovery descriptor is published.Useful
MCP supportmcp-supportA first-party MCP support page exists at https://docs.mistral.ai/resources/cookbooks/mistral-lechat_custom_mcp_server-tic-tac-toe-readme, but it does not identify a concrete HTTPS MCP endpoint or fully establish a company-operated service.Parseable
Rate limit documentationrate-limit-docsA rate-limit documentation page exists at https://docs.mistral.ai/studio/workflows/managing-workflows-in-production/rate_limiting, but it doesn't state a concrete limit alongside a rate-limit response header.Parseable
WebMCPwebmcpInformational — not scoredWebMCP browser probing is not yet available in this scanner release.Couldn't verify
Authentication & Credentials
Programmatic auth flowprogrammatic-auth-flowA programmatic auth flow is fully documented at https://docs.mistral.ai/admin/admin-api/authentication, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.Cross-verified
Auth documentationauth-documentationAuthentication is fully documented at https://docs.mistral.ai/resources/cookbooks/mistral-connectors-06-multiple-authentication, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Credential managementcredential-managementCredential management is documented at https://docs.mistral.ai/getting-started/quickstarts/studio/activate-and-generate-api-key, covering how to rotate or revoke credentials. To reach the top level, it would need rotation, revocation, and scoping/expiry all documented.Useful
Sandbox environmentsandbox-environmentA sandbox/testing page exists at https://docs.mistral.ai/vibe/code/vibe-code-web/sandbox-environment, but it doesn't show how to obtain test credentials or a test base URL.Parseable
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://docs.mistral.ai/admin/monitor-comply/audit-logs/reference, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceA changelog is published at https://docs.mistral.ai/resources/release-notes with dated entries describing changes. To reach the top level, it would need multiple recent dated entries showing an ongoing cadence.Useful
Structured Data I/O
Structured data I/Ostructured-data-ioThe spec at https://docs.mistral.ai/openapi.yaml declares typed, consistent response schemas (96% 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-healthNo health or status endpoint found.Not 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.mistral.ai/studio/workflows/managing-workflows-in-production/error_codes 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
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
Legal policy pageslegal-pagesNo terms, privacy, or data-use policy pages found at conventional paths.Not detected