agentready
Scan any public site for AI-agent visibility; get scored findings, a machine-readable fix pack, and
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"agentready": {
"url": "https://www.agentready.me/api/mcp"
}
}
}Remote endpoints
https://www.agentready.me/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (7)
⚪scan_url(url, publish_report)
Run an AgentReady scan of a public URL. Returns the 0-100 score, per-phase findings, top priorities, and the Fix Pack v2 implementation contract. Repository paths remain candidate targets until a connected-repository resolver proves them.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public site URL (https://example.com)"
},
"publish_report": {
"type": "boolean",
"description": "Create an unlisted, expiring public report link. Defaults to false."
}
},
"required": [
"url"
]
}🟢get_fix_pack(url)
Scan a public URL and return Fix Pack v2: prioritized fixes with stable ids, observed evidence, candidate target URLs and repository paths, review gates, and fix-specific acceptance assertions for a coding agent.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public site URL (https://example.com)"
}
},
"required": [
"url"
]
}⚪verify_fixes(url, previous_fix_pack)
Re-scan a public URL and evaluate fix-specific stable ids from a previous v1 or v2 Fix Pack. A fix closes when its finding id is absent; score delta is secondary evidence only.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public site URL (https://example.com)"
},
"previous_fix_pack": {
"type": "object",
"description": "The Fix Pack returned earlier by get_fix_pack (or an object with {score, fixes:[{id}]})."
}
},
"required": [
"url",
"previous_fix_pack"
]
}🟢get_public_report(report_id, history)
Read the latest saved public scan report or bounded history using its opaque report id. Reports are only created after explicit opt-in and expire after 30 days.
Input Schema
{
"type": "object",
"properties": {
"report_id": {
"type": "string",
"description": "Opaque report id returned by scan_url when publish_report is true."
},
"history": {
"type": "boolean",
"description": "Return saved snapshots newest first instead of only the latest snapshot."
}
},
"required": [
"report_id"
]
}🟢check_crawler_access(url)
Fetch robots.txt and a bounded public page through validated redirects, then inspect named-token path rules, final delivery, X-Robots-Tag, and HTML meta robots. Named-bot edge/WAF treatment remains unobservable.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Public site URL and path to evaluate (https://example.com/docs)"
}
},
"required": [
"url"
]
}🟢audit_openapi_readiness(document)
Statically inspect an OpenAPI 3.0 or 3.1 JSON object or JSON string for operation identity, auth and scopes, errors, examples, retries, limits, lifecycle, pagination, and workflows. No API operation is executed.
Input Schema
{
"type": "object",
"properties": {
"document": {
"description": "OpenAPI JSON object or a string containing JSON. YAML is reported as unsupported and unobservable.",
"oneOf": [
{
"type": "object"
},
{
"type": "string"
}
]
}
},
"required": [
"document"
]
}⚪validate_a2a_agent_card(card)
Statically validate an A2A Agent Card JSON object. Strict-current evidence and legacy interoperability are reported separately; no agent endpoint or skill is invoked.
Input Schema
{
"type": "object",
"properties": {
"card": {
"type": "object",
"description": "A2A Agent Card JSON object."
}
},
"required": [
"card"
]
}Community
Evidence