Connect-MCP

AIWebSignals

io.github.Galanai/aiwebsignals · v2.1.7

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

MCPremoteno credentialsCloud & DevOps

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 9 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 84/100

What it does: 9 tools · 5 read, 0 write · Web search & scraping

Test call get_machine_capabilities: worked (2,116 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +6
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +3
  • Read/write annotations: 0
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://aiwebsignals.com/mcp

Tools

9 tools listed at last check
  • 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.

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