MCP server

AIWebSignals

io.github.Galanai/aiwebsignals

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

9

Token cost

About 1,451 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http aiwebsignals https://aiwebsignals.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.aiwebsignals]
url = "https://aiwebsignals.com/mcp"

Gemini CLI

{"mcpServers":{"aiwebsignals":{"httpUrl":"https://aiwebsignals.com/mcp"}}}

Cursor

{"mcpServers":{"aiwebsignals":{"url":"https://aiwebsignals.com/mcp"}}}

VS Code

{"servers":{"aiwebsignals":{"type":"http","url":"https://aiwebsignals.com/mcp"}}}

Antigravity

agy mcp add aiwebsignals https://aiwebsignals.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"aiwebsignals","server_url":"https://aiwebsignals.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"aiwebsignals","server_url":"https://aiwebsignals.com/mcp"}

Tools

• compare_public_machine_web_evidence ~115 tokens
  Compare observable public machine-web readiness and evidence coverage for two to six public domains.
• diagnose_agent_connection ~428 tokens
  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_readiness ~158 tokens
  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
• get_machine_capabilities ~68 tokens
  Return the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries.
• get_machine_pricing ~68 tokens
  Return the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded.
• get_normalized_report ~106 tokens
  Read an existing or boundedly refreshed public AI web-readiness evidence report for a public domain. Unknown evidence remains unknown.
• get_scan_history ~115 tokens
  Retrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence.
• request_machine_capability ~231 tokens
  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_readiness ~162 tokens
  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.

Browse

• GitHub tools
• Payments
• GitHub and code hosting
• Errors and monitoring

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