Agent Readiness Score
fathom.ai
44 — Developing. Agents can find parts of this site, but key capabilities are hard to reach.
HonestClaw measured how well fathom.ai's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability12.6/24
Content Accessibility12.3/24
Bot Access Control0/12
Protocol & Capability Discovery18.1/41
Authentication & Credentials10/19
Documentation Quality5.5/10
Structured Data I/O5.7/13
Observable State & Reliability5.5/15
Agent Safety & Trust5.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.fathom.ai).Parseable
Canonical domaincanonical-domainRoot and www converge on www.fathom.ai, with a matching canonical tag.Cross-verified
robots.txtrobots-txtrobots.txt at https://fathom.ai/robots.txt declares a sitemap. Declared sitemap https://www.fathom.ai/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://www.fathom.ai/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://developers.fathom.ai/api-reference/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 is declared in the spec (info.version) at https://developers.fathom.ai/api-reference/openapi.yaml. (source: spec)Parseable
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://developers.fathom.ai/index.md alongside the docs HTML surface (https://developers.fathom.ai/).Parseable
Freshness signalsfreshness-signalsFreshness signals present: Last-Modified header, sitemap lastmod.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (64 page URLs) helps agents estimate crawl cost.Useful
Raw content extractabilityraw-content-extractabilityModerate-to-strong main content (85% of visible text) is extractable from raw HTML on the homepage.Useful
llms.txtllms-txtA curated llms.txt index is published on a non-top subdomain at https://developers.fathom.ai/llms.txt: 40 links across 2 sections. Its credit is capped at useful because it is not published on the main domain.Useful
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 descriptormcp-descriptorInformational — not scoredAn MCP server is described at https://developers.fathom.ai/.well-known/mcp.json, but the description doesn't include a web address for the server.Parseable
MCP supportmcp-supportFirst-party documentation at https://developers.fathom.ai/mcp-docs identifies the MCP endpoint https://api.fathom.ai/mcp and explains both its capabilities and how clients connect or authenticate.Cross-verified
MCP Server Cardmcp-server-cardA file exists at https://developers.fathom.ai/.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 is described at https://developers.fathom.ai/.well-known/agent-card.json, but it is missing required fields (name, description, version, supportedInterfaces, or skills).Parseable
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.fathom.ai.Not detected
SDK availabilitysdk-availabilitySDK libraries page at https://developers.fathom.ai/sdks: 0 GitHub repos, 0 registry links, 0 install commands (0 pointers).Parseable
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
Auth discoveryauth-discoveryAgent-native auth discovery: a valid RFC 9728 PRM (via challenge) or a PRM plus a valid AS/OIDC descriptor.Cross-verified
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specValid OpenAPI 3.1.1 spec at https://developers.fathom.ai/api-reference/openapi.yaml: 11 operations, 31 schemas, 100% response coverage, servers declared.Cross-verified
Rate limit documentationrate-limit-docsNo rate limit documentation found at the standard docs locations an agent would check.Not detected
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://developers.fathom.ai/sdks/oauth, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.Cross-verified
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://developers.fathom.ai/sdks/authentication, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Sandbox environmentsandbox-environmentNo sandbox or test environment documentation found at the standard docs locations an agent would check.Not detected
Documentation Quality
Changelog presencechangelog-presenceA changelog is published at https://www.mintlify.com/docs/changelog with multiple recent dated entries, indicating it is actively maintained.Cross-verified
API reference depthapi-reference-depthAPI reference content is mentioned at https://developers.fathom.ai/api-reference/meetings/list-meeting-types, but not on a dedicated reference page.Detected
Structured Data I/O
Structured data I/Ostructured-data-ioThe spec at https://developers.fathom.ai/api-reference/openapi.yaml declares typed response schemas as a rule (91% of operations) — no structured error envelope. (source: spec)Useful
Machine-readable pricingmachine-readable-pricingA response at https://fathom.ai/pricing.json looks JSON-like but did not parse as JSON.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.fathom.video/ (HTTP 200).Detected
Retry & idempotencyretry-and-idempotencyNo retry or idempotency documentation found at the standard docs locations an agent would check.Not detected
Webhook documentationwebhook-documentationA webhook documentation page exists at https://developers.fathom.ai/webhooks, but it doesn't list specific event types with their payload shape.Parseable
Error documentationerror-documentationErrors are documented at https://developers.fathom.ai/sdks/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
Org identity signalsorg-identityHomepage exposes two org-identity signal types (legal_name, social).Parseable
Metadata consistencymetadata-consistencyHomepage metadata (canonical, Open Graph, schema) is present and consistent.Cross-verified
Legal policy pageslegal-pagesBoth privacy and terms policies are discoverable with substantive content.Useful