agent-ready
mcp.agent-ready.dev
· Agent Ready
AI agent readability scanner. Scores any site against the Vercel Agent Readability Spec and llmstxt.org, and reports per-check remediation guidance.
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A
Conformance score: 91/100
A-grade: production-ready agent with verified compliance signals across the board.
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agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
10 snapshots drifted 9× Every change toagent-card.json
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|---|---|---|
| 2026-09-14 12:50:52 current | 228f27aaa87b… |
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| 2026-09-14 06:23:38 | 68378a5e4d17… |
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| 2026-09-14 00:19:09 | 224d07f0500e… |
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| 2026-09-13 18:19:54 | 0958f2cc896c… |
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| 2026-09-13 12:14:56 | 9a0fc7221e23… |
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| 2026-09-13 05:55:36 | 83414408c176… |
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| 2026-09-12 23:42:15 | 3d013696da89… |
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| 2026-09-12 16:54:33 | 184d89616b62… |
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| 2026-09-12 10:32:30 | 22227f53be9d… |
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| 2026-09-12 04:16:55 | 1dd5e64be5eb… |
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GET /api/agents/mcp.agent-ready.dev/snapshots.Try it
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Endpoints
| Agent card | https://mcp.agent-ready.dev/.well-known/agent-card.json |
| Provider | https://agent-ready.dev |
| Docs | https://agent-ready.dev/docs/api |
Skills · 3 declared · mapped to canonical taxonomy
Run the agent-ready scanner against a URL. Returns Vercel score, llmstxt.org score, per-check results, and discovered agentic-protocol endpoints. Send via messa…
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.
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…
Health · last 30 probes
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Markdown / HTML snippets
[](https://agenstry.com/agents/mcp.agent-ready.dev) [](https://agenstry.com/agents/mcp.agent-ready.dev) [](https://agenstry.com/agents/mcp.agent-ready.dev) [](https://agenstry.com/agents/mcp.agent-ready.dev)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"capabilities": {
"pushNotifications": false,
"streaming": false
},
"defaultInputModes": [
"application/json",
"text/plain"
],
"defaultOutputModes": [
"application/json"
],
"description": "AI agent readability scanner. Scores any site against the Vercel Agent Readability Spec and llmstxt.org, and reports per-check remediation guidance.",
"documentationUrl": "https://agent-ready.dev/docs/api",
"name": "agent-ready",
"preferredTransport": "JSONRPC",
"protocolVersion": "1.0",
"provider": {
"organization": "Agent Ready",
"url": "https://agent-ready.dev"
},
"security": [
{
"bearer": []
},
{}
],
"securitySchemes": {
"bearer": {
"httpAuthSecurityScheme": {
"bearerFormat": "ar_live_",
"description": "Agent Ready Pro API key (ar_live_\u2026). Required for scan_site and tasks/get; the ask skill is public. Issue a key at https://agent-ready.dev/dashboard/api-keys.",
"scheme": "bearer"
}
}
},
"signatures": [
{
"protected": "eyJhbGciOiJFUzI1NiIsImprdSI6Imh0dHBzOi8vbWNwLmFnZW50LXJlYWR5LmRldi8ud2VsbC1rbm93bi9qd2tzLmpzb24iLCJraWQiOiJhZ2VudC1yZWFkeS1lczI1Ni0yMDI2LTA4LTIwIiwidHlwIjoiSk9TRSJ9",
"signature": "cZnEdi9_S02iNscX59NtUoj3bgezTSzmmsx1XNGqR8B-cKuj8pNnjUyySeYxy_GIQzQyWkssaC2jtVSGINyTng"
}
],
"skills": [
{
"description": "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.",
"examples": [
"Scan https://example.com for AI agent readability."
],
"id": "scan_site",
"inputModes": [
"application/json",
"text/plain"
],
"name": "Scan a site",
"outputModes": [
"application/json"
],
"tags": [
"scan",
"readability",
"llms-txt",
"mcp",
"a2a"
]
},
{
"description": "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.",
"examples": [
"Get the result of scan abc123 via tasks/get."
],
"id": "get_scan",
"inputModes": [
"application/json"
],
"name": "Get a scan by id",
"outputModes": [
"application/json"
],
"tags": [
"scan",
"read"
]
},
{
"description": "Natural-language search (NLWeb) over Agent Ready's own methodology, check registry, and the specs it validates. Public \u2014 no API key required. Returns Schema.org-typed results.",
"examples": [
"How is the llms.txt score calculated?"
],
"id": "ask",
"inputModes": [
"text/plain",
"application/json"
],
"name": "Ask Agent Ready",
"outputModes": [
"application/json"
],
"tags": [
"ask",
"nlweb",
"search",
"methodology"
]
}
],
"supportedInterfaces": [
{
"protocolBinding": "JSONRPC",
"protocolVersion": "1.0",
"url": "https://agent-ready.dev/api/v1/a2a"
}
],
"url": "https://agent-ready.dev/api/v1/a2a",
"version": "1.0.0"
}