AIWebSignals

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "AIWebSignals": {
      "url": "https://aiwebsignals.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (9)

• 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.

  Parameters:

  • domain (required) — string — Public hostname or HTTP(S) URL to inspect

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_machine_capabilities

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

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_machine_pricing

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

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_normalized_report

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

  Parameters:

  • domain (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_scan_history

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

  Parameters:

  • domain (required) — string
  • limit — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compare_public_machine_web_evidence

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

  Parameters:

  • domains (required) — array

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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 changes a website.

  Parameters:

  • domain (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • surface (required) — string
  • reason — string
  • operation — string
  • http_status — integer
  • method_header — string
  • accept_profile — string
  • session_header — string
  • protocol_version — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • category (required) — string
  • requested_capability (required) — string
  • horizon — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.