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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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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

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

More from Galanai

Cite this page

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