AIWebSignals
mcp remote · streamable-http · v2.1.7 · source: crawl
https://aiwebsignals.com/mcp
https://github.com/Galanai/aiwebsignals-api
Public AI web-readiness scanner and machine-facing observability discovery service.
Works
100
Verified Oct 31, 2026 · p50 353 ms · p95 915 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'aiwebsignals' |
| tools_listed | 15 | pass | 9 tools |
| schema_complete | 15 | pass | 9 of 9 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 353 ms |
| latency_p95 | 5 | pass | p95 915 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (9)
| Name | Description | Schema |
|---|---|---|
compare_public_machine_web_evidence | Compare observable public machine-web readiness and evidence coverage for two to six public domains. | typed |
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 | typed |
get_machine_capabilities | Return the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries. | typed |
get_machine_pricing | Return the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded. | typed |
get_normalized_report | Read an existing or boundedly refreshed public AI web-readiness evidence report for a public domain. Unknown evidence remains unknown. | typed |
get_scan_history | Retrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence. | typed |
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 | typed |
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. | typed |
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. | typed |
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[](https://app.agent-xm.com/a/io-github-galanai-aiwebsignals)
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