Agent Readiness Score
langdock.com
49 — Developing. Agents can find parts of this site, but key capabilities are hard to reach.
HonestClaw measured how well langdock.com's site and APIs work for AI agents — across 9 dimensions and 45 automated checks.
Dimensions
Discoverability12.6/24
Content Accessibility13.8/24
Bot Access Control0/12
Protocol & Capability Discovery14.9/41
Authentication & Credentials16.3/19
Documentation Quality6.8/10
Structured Data I/O10.9/13
Observable State & Reliability2/15
Agent Safety & Trust6.5/11
Checks
Discoverability
Subdomain sweepsubdomain-sweepAn agent-relevant subdomain is live and serves its expected content kind (docs.langdock.com).Parseable
robots.txtrobots-txtrobots.txt at https://langdock.com/robots.txt declares a sitemap. Declared sitemap https://langdock.com/sitemap.xml resolves as valid XML.Cross-verified
sitemap.xmlsitemap-xmlhttps://langdock.com/sitemap.xml is a dated sitemap whose URLs include docs/pricing/api surfaces.Cross-verified
Canonical domaincanonical-domainRoot and www converge on langdock.com, with a matching canonical tag.Cross-verified
API existenceapi-existenceA real API surface is declared at https://docs.langdock.com/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://docs.langdock.com/openapi.yaml. (source: spec)Parseable
Content Accessibility
Markdown twinmarkdown-twinA markdown twin is published at https://docs.langdock.com/en/using-langdock/get-started/introduction.md alongside the docs HTML surface (https://docs.langdock.com/).Parseable
llms.txtllms-txtA curated llms.txt index is published at https://langdock.com/llms.txt: 23 links across 6 sections.Cross-verified
Freshness signalsfreshness-signalsFreshness signals present: Last-Modified header, sitemap lastmod.Useful
Crawl-cost estimatecrawl-cost-estimateInformational — not scoredA manageable sitemap (138 page URLs) helps agents estimate crawl cost.Useful
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 (54% of visible text) is extractable from raw HTML on the homepage.Useful
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://docs.langdock.com/.well-known/mcp, but the description doesn't include a web address for the server.Parseable
MCP supportmcp-supportFirst-party documentation at https://docs.langdock.com/en/using-langdock/guides/integrations/mcp/langdock-agent-mcp-server identifies the MCP endpoint https://api.langdock.com/mcp and explains both its capabilities and how clients connect or authenticate.Cross-verified
.well-known indexwell-known-indexNo non-owned /.well-known/ descriptors found.Not detected
A2A Agent Carda2a-agent-cardAn A2A Agent Card is described at https://docs.langdock.com/.well-known/agent-card.json, but it is missing required fields (name, description, version, supportedInterfaces, or skills).Parseable
MCP Server Cardmcp-server-cardA file exists at https://docs.langdock.com/.well-known/mcp/server-card.json, but it doesn't contain the fields that describe an MCP Server Card.Detected
DNS-AIDdns-aidNo DNS-AID index found at _index._agents.langdock.com.Not detected
GraphQL surfacegraphql-surfaceNo GraphQL transport surface found at conventional paths (GET-only; no introspection issued).Not detected
Auth discoveryauth-discoveryNo standardized authentication-discovery surface found.Not detected
Link headerslink-headersNo RFC 8288 Link headers found on any probed response.Not detected
OpenAPI specificationopenapi-specValid OpenAPI 3.0.0 spec at https://docs.langdock.com/openapi.yaml: 39 operations, 113 schemas, 100% response coverage, servers declared.Cross-verified
SDK availabilitysdk-availabilityGetting-started page at https://www.mintlify.com/library/best-api-docs-and-sdk-generation-tools: 1 GitHub repo, 0 registry links, 0 install commands (1 pointer).Useful
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://docs.langdock.com/en/admin/manage-integrations/bring-your-own-oauth, with a non-interactive grant, token endpoint, scopes, and token expiry/refresh.Cross-verified
Credential managementcredential-managementCredential management is documented at https://docs.langdock.com/en/admin/ai-adoption-and-rollout/best-practices/api-key-best-practices, covering how to rotate or revoke credentials. To reach the top level, it would need rotation, revocation, and scoping/expiry all documented.Useful
Auth documentationauth-documentationAuthentication is fully documented at https://docs.langdock.com/en/developer/integrations-api/update-auth, naming complete method(s) and how they are sent, corroborated across surfaces or covering multiple methods.Cross-verified
Sandbox environmentsandbox-environmentA test environment is documented at https://docs.langdock.com/en/using-langdock/guides/integrations/sandbox-utilities with the detail an agent needs to start testing (test credentials or a test base URL). To reach the top level, it would need a full test workflow and separately documented test credentials.Useful
Documentation Quality
API reference depthapi-reference-depthAn API reference page exists at https://www.mintlify.com/docs/organize/settings-reference, but it doesn't show parameters with example requests and responses.Parseable
Changelog presencechangelog-presenceA changelog is published at https://langdock.com/changelog 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://docs.langdock.com/openapi.yaml declares typed, consistent response schemas (92% of operations) with a pagination pattern and a structured error envelope. (source: spec)Cross-verified
Machine-readable pricingmachine-readable-pricingA response at https://langdock.com/pricing.json looks JSON-like but did not parse as JSON.Detected
Data export APIdata-export-apiA data export API is documented at https://docs.langdock.com/en/developer/usage-export-api/export-api-keys with a bulk/export endpoint or export format. To reach the top level, it would need a bulk endpoint, async-job or pagination, and a stated export format.Useful
Observable State & Reliability
Status & health endpointsstatus-and-healthStatus page found at https://status.langdock.com/ (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://docs.langdock.com/en/using-langdock/workflows/nodes/triggers/webhook-trigger, but it doesn't list specific event types with their payload shape.Parseable
Error documentationerror-documentationNo error documentation found at the standard docs locations an agent would check.Not detected
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