Leaderboard/agent-ready

agent-ready

AI agent readability scanner. Scores any site against the Vercel Agent Readability Spec and llmstxt.org, and reports per-check remediation guidance.

70/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
603.5ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 291ms
Conformance
A2A Agent Card validation + JSON-RPC probe
Agent Card schema valid, JSON-RPC response valid, endpoint matches card
Performance
Skill-specific task probing
Skills
Scan a site

Run the agent-ready scanner against a URL. Returns Vercel score, llmstxt.org score, per-check results, and discovered agentic-protocol endpoints. Send via message/send; a long scan returns a working Task whose id you poll with tasks/get.

scanreadabilityllms-txtmcpa2a
Examples:
Scan https://example.com for AI agent readability.
Get a scan by id

Fetch a completed or in-progress scan by its id via the A2A tasks/get method. Only scans owned by the authenticated API key's user are returned.

scanread
Examples:
Get the result of scan abc123 via tasks/get.
Ask Agent Ready

Natural-language search (NLWeb) over Agent Ready's own methodology, check registry, and the specs it validates. Public — no API key required. Returns Schema.org-typed results.

asknlwebsearchmethodology
Examples:
How is the llms.txt score calculated?
Recent Probe Results
TimestampStatusLatencyConformance
Jun 16, 2026success291.8msPass
Jun 16, 2026success603.5msPass
Source Registries
a2aregistry.org
First Seen
Jun 16, 2026
Last Seen
Jun 16, 2026
Last Probed
Jun 16, 2026
agent-ready — Chiark Agent Quality Index