AI Readiness Kit

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

Should I use this

Quality & Safety

A
Description quality
95%
Schema completeness
65%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'get_site_classification_guide' description lacks action verbin get_site_classification_guide

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~481Tokens (tool definitions)
~536 BTypical response size
Minimal attention impact (0.38% 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.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "ai-readiness": {
      "url": "https://ai.silverbackmarketing.com/api/mcp"
    }
  }
}

Remote endpoints

https://ai.silverbackmarketing.com/api/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟡generate_ai_readiness_files(url)

Start generating the 18 AI Readiness Kit files for a website. Returns the full workflow for the connected agent to execute (research, classify, write files).

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "Website URL or domain, e.g. shopify.com or https://example.com"
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_output_files

List all 18 AI readiness files in generation order with filenames and purposes

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_file_spec(filename)

Get the detailed specification for one AI readiness output file (e.g. llms.txt, ai-entities.json)

Input Schema

{
  "type": "object",
  "properties": {
    "filename": {
      "type": "string",
      "description": "Output filename, e.g. llms.txt or .well-known/ai-plugin.json"
    }
  },
  "required": [
    "filename"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_skill_instructions

Return the full AI Readiness skill workflow (research, classification, file generation)

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_site_classification_guide

Return the site-type classification table used before generating files

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}
⚪generate_rag_jsonl(rag_index_json)

Convert rag-index.json content (JSON array) to rag-index.jsonl (one JSON object per line)

Input Schema

{
  "type": "object",
  "properties": {
    "rag_index_json": {
      "type": "string",
      "description": "String contents of rag-index.json (must be a JSON array)"
    }
  },
  "required": [
    "rag_index_json"
  ],
  "additionalProperties": false,
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded6 tools
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