All servers · Monitoring & logs · Payments & accounting · Research & knowledge

AIWebSignals

io.github.Galanai/aiwebsignals · v2.1.7

Measured by MCP Station

Description written by the publisher, not verified

Public AI web-readiness scanner and machine-facing observability discovery service.

Connect

claude mcp add --transport http aiwebsignals https://aiwebsignals.com/mcp

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

Tools as reported by the server

• 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. Never charges or cha
• 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.

Repository · JSON · Text for agents · Registry updated 2026-09-20