AIWebSignals

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "aiwebsignals": {
      "type": "http",
      "url": "https://aiwebsignals.com/mcp"
    }
  }
}

9 tools

• scan_ai_web_readiness

  FREE 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_capabilities

  Return the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries.

• get_machine_pricing

  Return the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded.

• get_normalized_report

  Read an existing or boundedly refreshed public AI web-readiness evidence report for a public domain. Unknown evidence remains unknown.

• get_scan_history

  Retrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence.

• compare_public_machine_web_evidence

  Compare observable public machine-web readiness and evidence coverage for two to six public domains.

• evaluate_ai_web_readiness

  FREE 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_connection

  FREE: 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_capability

  Declare 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.

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