Official MCP RegistryListed
AIWebSignals
Public AI web-readiness scanner and machine-facing observability discovery service.
First seen 2 Oct 2026. Evidence as of 13 Oct 2026.
9
Tools
From an anonymous probe
1
Source listings
Each with its own history
9
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| compare_public_machine_web_evidence | Compare observable public machine-web readiness and evidence coverage for two to six public domains. | 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. | 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. | Not declared |
| get_machine_capabilities | Return the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries. | Not declared |
| get_machine_pricing | Return the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded. | 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. | Not declared |
| get_scan_history | Retrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence. | 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. | Not declared |
| 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. | Not declared |
Change history
- request_machine_capability: tool added
- evaluate_ai_web_readiness: tool added
- diagnose_agent_connection: tool added
- server instructions changed (+"prefer evaluate_ai_web_readiness on" +"hostname: it scans" +"verifies the matching normalized evidence report in one call. The older scan_ai_web_readiness")
- scan_ai_web_readiness: description changed (+"FREE EVALUATION FIRST: run a" +"website" +"scan and get an explicit next-tool recommendation")
- get_scan_history: tool added
- get_normalized_report: tool added
- compare_public_machine_web_evidence: tool added
- server instructions changed (+"For a complimentary website investigation, call" +"with an authorized" +"domain and then get_normalized_report on the same domain. The scan result includes machine-readable next actions.")
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.Galanai/aiwebsignals | 2 Oct 2026 | 13 Oct 2026 | 1 |