docs.cohere.com agentic web readiness
C Manifest validity: 40% (2/5 valid, 4 errors, 3 warnings) · Surface score 23 (coverage 20 + breadth 3 + conformance 0). 3 standards observed across 2 of 9 steps; 5 manifests present (+ robots.txt), 4 errors, 3 warnings. Checked 2026-10-25 03:03:53 UTC. This grades the agent-facing files published at docs.cohere.com, not the organisation's products.
Coverage by step
Manifests
| Manifest | Result | Findings |
|---|---|---|
Agentic Resource Discovery/.well-known/ard.json | absent HTTP 404 | |
AI Catalog well-known file/.well-known/ai-catalog.json | absent HTTP 404 | |
MCP Server Cards (SEP-2127)/mcp/server-card | absent HTTP 404 | |
Agent2Agent Protocol/.well-known/agent-card.json | absent HTTP 404 | |
llms.txt/llms.txt | errors |
View valid |
AGENTS.md/AGENTS.md | valid | |
Agent Skills/.well-known/agent-skills/index.json | absent HTTP 404 | |
api-catalog: A Well-Known URI and Link Relation to Help Discovery of APIs/.well-known/api-catalog | valid | |
AI Crawler User-Agent Tokens in robots.txt/robots.txt | no AI tokens |
|
security.txt (RFC 9116)/.well-known/security.txt | absent HTTP 404 | |
auth.md/auth.md | errors |
View valid |
Open Knowledge Format/okf/index.md | errors |
View valid |
What an agent can call
- API description
https://docs.cohere.com/openapi/cohere-api.yaml(application/yaml) - API description
https://docs.cohere.com/v2/reference(text/html) - API description
https://docs.cohere.com/openapi/cohere-api-2.yaml(application/yaml) - API description
https://docs.cohere.com/v1/reference(text/html) - llms.txt: untitled, 2 links, llms-full.txt present
- OKF bundle (
/okf/index.md): Page Not Found, 3 concept links - robots.txt AI policy: no AI crawler tokens named; unlisted crawlers allowed on public paths (subpaths disallowed under User-agent: *)
Standards observed
- AGENTS.md https://docs.cohere.com/AGENTS.md
- api-catalog: A Well-Known URI and Link Relation to Help Discovery of APIs https://docs.cohere.com/.well-known/api-catalog
- Markdown for Agents https://docs.cohere.com/
Cheapest next steps
- Agentic Resource Discovery: a catalog at /.well-known/ard.json lets agents discover your APIs, MCP servers and data in one fetch
- security.txt (RFC 9116): RFC 9116 contact and expiry, read by agents and people
Generate starter
/.well-known/security.txtfor docs.cohere.comContact: mailto:security@docs.cohere.com Expires: 2027-09-20T23:40:40Z Canonical: https://docs.cohere.com/.well-known/security.txt Preferred-Languages: en Policy: https://docs.cohere.com/security-policy
- MCP Server Cards (SEP-2127): if you run an MCP server, a SEP-2127 card at <mcp-url>/server-card lets clients configure themselves
Agent pre-flight & practical readiness
Preferred mode: openapi (fallback markdown_negotiation). Read the published API description and call those operations. Scraping HTML skips the interface the site already gave you.
Fetch: GET https://docs.cohere.com/openapi/cohere-api.yaml GET the API description and call the documented operations.
Practical readability: exa_parsable yes, markdown negotiation yes, render markdown_native, HTML quality high, first content at byte 0.
AI crawler posture: open_to_all · Assistant access: OpenAI allowed, Anthropic allowed, Google allowed, Perplexity allowed, Exa allowed.
Readiness subscores: reach 19/20, readability 28/30, capabilities 10/35, conformance 0/15, total 57/100, grade B.
How the grade is made
+10 per lifecycle step with a standard observed, counting manifests that validate or that the probe rule for the standard recognises (a valid MCP server card counts for MCP; max 90); +3 per observed standard beyond the first two (max 15); conformance +15 (+10 with one manifest) minus 5 per agent-facing manifest with errors, never below 0 (security.txt is reported, not scored). Lifecycle grade: A+ >= 60, A >= 45, B >= 30, C >= 20, D >= 10. Strict 100-point composite (subscores.total_100 / subscores.grade_100): reach_and_policy (20) + readability (30) + capabilities (35) + conformance (15), where A+ >= 80, A >= 65, B >= 45, C >= 28, D >= 15. Errors are specification violations; warnings are best-practice gaps. Only public paths are fetched, without credentials, so standards that need a login (skipped in the probe) are not counted either way. The same report is the validate_manifest tool on the MCP server.
JSON · Markdown · probe rules