AIWebSignals

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

Quality & Safety

B
Description quality
90%
Schema completeness
53%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'get_machine_capabilities' description lacks action verbin get_machine_capabilities

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~224Tokens (tool definitions)
~293 BTypical response size
Minimal attention impact (0.18% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

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One-Click Install

Add this to your `claude_desktop_config.json` file:

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

Remote endpoints

https://aiwebsignals.com/mcpstreamable-http

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
scan_ai_web_readiness(domain)

Run AIWebSignals' existing bounded public readiness scanner for a public hostname or HTTP(S) URL. Private/local network targets are rejected. The target website is not modified; AIWebSignals may persist its normalized observation in scan history.

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 1,
      "maxLength": 2048,
      "description": "Public hostname or HTTP(S) URL to inspect"
    }
  },
  "required": [
    "domain"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema"
}
🟢get_machine_capabilities

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

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢get_machine_pricing

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

Input Schema

{
  "type": "object",
  "properties": {}
}

Recent observations

verifiedversion not recorded3 tools