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AIWebSignals

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

Connector by Galanai · GitHub account verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/galanai-aiwebsignals

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://aiwebsignals.com/mcp Remote (HTTP)

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
7 read · 0 write · 0 delete · 2 not yet classified
Secrets
None asked for
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 9

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 7 · Look things up without changing anything.

  • compare_public_machine_web_evidence
  • evaluate_ai_web_readiness
  • get_machine_capabilities
  • get_machine_pricing
  • get_normalized_report
  • get_scan_history
  • scan_ai_web_readiness

Not yet classified 2 · We could not tell from the name and description.

  • diagnose_agent_connection
  • request_machine_capability

Network hosts it talks to 1

  • aiwebsignals.com · found in remote endpoint, install command

Tools (9)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • compare_public_machine_web_evidenceCompare Public AI Web Evidence

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

  • diagnose_agent_connectionDiagnose Agent Connection to AIWebSignals

    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.

  • evaluate_ai_web_readinessEvaluate Public AI Web Readiness — Scan + Verified Evidence in One Call

    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.

  • get_machine_capabilitiesGet AIWebSignals Capabilities

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

  • get_machine_pricingGet AIWebSignals Pricing

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

  • get_normalized_reportGet Public AI Web Evidence Report

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

  • get_scan_historyGet Public AI Web Scan History

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

  • request_machine_capabilityRequest an AIWebSignals Machine Capability for a Future Release

    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.

  • scan_ai_web_readinessScan 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.

Signals

Last release
Sep 20, 2026 (1 month ago)
Repository
Not found on GitHub (deleted or private)

Details

Registry name
io.github.Galanai/aiwebsignals
Version
2.1.7
Auth
Auth not stated
License
License unknown
Repository
github.com/Galanai/aiwebsignals-api
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registry

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Cite this page

AIWebSignals MCP server. Agent Mart. https://agentmart.dev/connectors/galanai-aiwebsignals (last updated 2026-10-24)