Public AI web-readiness scanner and machine-facing observability discovery service.
Connect Remote server
claude mcp add --transport http aiwebsignals https://aiwebsignals.com/mcp
{
"mcpServers": {
"aiwebsignals": {
"url": "https://aiwebsignals.com/mcp"
}
}
}
{
"servers": {
"aiwebsignals": {
"type": "http",
"url": "https://aiwebsignals.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://aiwebsignals.com/mcp
Tools 9 found in our last check
scan_ai_web_readinessFREE EVALUATION FIRST: run a bounded public website readiness scan and get an explicit next-tool recommendation for a normalized evidence report. Read-only; no account or charge. Private/local network targets are rejected; observations may be saved to public scan history.
get_machine_capabilitiesReturn the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries.
get_machine_pricingReturn the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded.
get_normalized_reportRead an existing or boundedly refreshed public AI web-readiness evidence report for a public domain. Unknown evidence remains unknown.
get_scan_historyRetrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence.
compare_public_machine_web_evidenceCompare observable public machine-web readiness and evidence coverage for two to six public domains.
evaluate_ai_web_readinessFREE ONE-CALL EVALUATION: run the existing bounded public readiness scan, retrieve the matching persisted normalized evidence report, verify scan ID + hostname, then return observed findings and next actions in this one response. Unknown evidence is not a successful observation.…
diagnose_agent_connectionFREE: read-only MCP/A2A compatibility guidance for version negotiation, legacy/modern header errors, invalid params and unavailable A2A task methods. Never send raw headers, IPs or secrets.
request_machine_capabilityDeclare a missing capability by bounded technical slug and category. This records aggregate research evidence only; it will not execute, charge, provision, queue or promise future delivery.
Details
| Endpoint | https://aiwebsignals.com/mcp (Streamable HTTP) |
| First published | 20 Sep 2026 |
| Last updated | 20 Sep 2026 |
| Registry name | io.github.Galanai/aiwebsignals |
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