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MCP Server

AI Readiness Kit

io.github.silverbackmarketing/ai-readiness
Developer Tools Marketing & Advertising Public & reachable MCP 2025-11-25

What this MCP does

Generates structured website files such as llms.txt, AI entity data, schema, and RAG indexes to improve machine-readable site readiness.

Capabilities

Tools

6 tools
generate_ai_readiness_files
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', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Website URL or domain, e.g. shopify.com or https://example.com'}}, 'additionalProperties': False}
generate_rag_jsonl
Convert rag-index.json content (JSON array) to rag-index.jsonl (one JSON object per line)
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['rag_index_json'], 'properties': {'rag_index_json': {'type': 'string', 'description': 'String contents of rag-index.json (must be a JSON array)'}}, 'additionalProperties': False}
get_file_spec
Get the detailed specification for one AI readiness output file (e.g. llms.txt, ai-entities.json)
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['filename'], 'properties': {'filename': {'type': 'string', 'description': 'Output filename, e.g. llms.txt or .well-known/ai-plugin.json'}}, 'additionalProperties': False}
get_site_classification_guide
Return the site-type classification table used before generating files
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
get_skill_instructions
Return the full AI Readiness skill workflow (research, classification, file generation)
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
list_output_files
List all 18 AI readiness files in generation order with filenames and purposes
Input schema 
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
History

Recent tool changes

Added
generate_rag_jsonl
Sept. 17, 2026, 12:52 p.m.
Added
get_site_classification_guide
Sept. 17, 2026, 12:52 p.m.
Added
get_skill_instructions
Sept. 17, 2026, 12:52 p.m.
Added
get_file_spec
Sept. 17, 2026, 12:52 p.m.
Added
list_output_files
Sept. 17, 2026, 12:52 p.m.
Added
generate_ai_readiness_files
Sept. 17, 2026, 12:52 p.m.
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