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

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
silverbackmarketing/ai-readiness
GitHub Stars
3
Server Listing
ai-readiness
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 6 tools

Disambiguation5/5

Each tool targets a distinct purpose: generating the full workflow, converting a specific file, retrieving specs, classification guide, instructions, or listing files. No overlapping functionality.

Naming Consistency5/5

All tools use consistent snake_case with verb_noun structure (generate_*, get_*, list_*), making the set predictable and easy to navigate.

Tool Count5/5

With 6 tools, the set covers the core informational needs (specs, guide, instructions, file list) plus the main workflow generator and a format converter, which is well-scoped for the domain.

Completeness2/5

The tool set lacks tools for actually writing or outputting the generated files; 'generate_ai_readiness_files' returns a workflow but no file creation tool exists, leaving a significant gap in the lifecycle.

Available Tools

6 tools
generate_ai_readiness_filesBInspect

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).

Inputs: url (required).

generate_rag_jsonlBInspect

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

Inputs: rag_index_json (required).

get_file_specBInspect

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

Inputs: filename (required).

get_site_classification_guideAInspect

Return the site-type classification table used before generating files

Inputs: no named parameters.

get_skill_instructionsAInspect

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

Inputs: no named parameters.

list_output_filesAInspect

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

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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