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Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
Remote endpoints: streamable-http: https://ai.silverbackmarketing.com/api/mcp
Valid MCP server (1 strong, 0 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry.
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Remote Plugin
No local installation needed. Your AI client connects to the remote endpoint directly.
Add this to your MCP configuration to connect:
{
"mcpServers": {
"io-github-silverbackmarketing-ai-readiness": {
"url": "https://ai.silverbackmarketing.com/api/mcp"
}
}
}From the project's GitHub README.
A skill that generates a complete suite of AI readiness files for any website — in a single command. Install it into Claude, Cursor, Windsurf, GitHub Copilot, Gemini, Codex, or any other AI agent with one npx command.
Created by: Russ Wittmann
Company: Silverback Marketing
Version: 1.0.0
npx# Global skill install → ~/.agents/skills/ AND ~/.claude/skills/ (default)
npx @silverbackmarketing/ai-readiness install
# AGENTS.md — the cross-agent standard (Cursor, Codex & others)
npx @silverbackmarketing/ai-readiness install --agent agents
# Both at once (recommended)
npx @silverbackmarketing/ai-readiness install --all
Primary targets:
| Target | Installs to |
|---|---|
skills | ~/.agents/skills/ai-readiness/ and ~/.claude/skills/ai-readiness/ (full skill — SKILL.md + scripts + references) |
agents | ./AGENTS.md — the standard read by Cursor, Codex, and a growing list of agents (adds a delimited block, keeps your existing content) |
claude | ~/.claude/skills/ai-readiness/ only |
For prompt-based agents, AGENTS.md is the default and recommended target — most modern agents now read it. Tool-specific files remain available if you prefer them:
| Opt-in target | Installs to |
|---|---|
cursor | ./.cursor/rules/ai-readiness.mdc |
windsurf | ./.windsurf/rules/ai-readiness.md |
copilot | ./.github/copilot-instructions.md (delimited block) |
gemini | ./GEMINI.md (delimited block) |
generic | ./ai-readiness.SKILL.md (paste into any system prompt) |
Non-Claude targets install into the current directory, so run the command from your project root. --all installs Claude + AGENTS.md. Add --force to overwrite, or --dir <path> to change the target. Shared-file installs insert a marked block and update it in place on re-run, so they never clobber your other instructions.
ai-readiness.skill.SKILL.md into the assistant's system prompt or custom instructions.After installing, trigger it with /ai-readiness yoursite.com in Claude, or just ask any agent: "create AI readiness files for yoursite.com."
Run /ai-readiness yoursite.com and the AI will research the site, classify its industry, and generate 18 production-ready files that tell AI systems (ChatGPT, Claude, Gemini, Perplexity, and others) exactly what the site is, what it offers, and where to send users.
When deployed to a web root, these files improve how a site appears in AI-generated answers, summaries, and recommendations — a must-have for any business that wants to show up in the AI-driven web.
| # | File | Purpose |
|---|---|---|
| 1 | ai.txt | Primary AI identity declaration |
| 2 | llms.txt | Concise LLM-readable site summary |
| 3 | llms-full.txt | Comprehensive LLM knowledge base |
| 4 | ai-sitemap.xml | AI-optimized sitemap |
| 5 | sitemap.md | Human-readable sitemap for AI context |
| 6 | ai-entities.json | Structured entity definitions |
| 7 | ai-intent.json | User intent and query mappings |
| 8 | ai-schema.json | Schema.org structured data |
| 9 | rag-index.json | RAG retrieval knowledge base |
| 10 | rag-index.jsonl | JSONL format for embedding pipelines |
| 11 | ai-disclosure.txt | AI content transparency statement |
| 12 | training-data-policy.txt | Data usage and training policy |
| 13 | .well-known/ai-plugin.json | Plugin manifest for AI agents |
| 14 | structured-data-guide.md | Implementation guide for developers |
| 15 | manifest.json | Web app manifest |
| 16 | deployment-checklist.md | Step-by-step deployment guide |
| 17 | README.md | Project documentation |
| 18 | robots.txt | AI crawler directives |
In Claude Cowork, type:
/ai-readiness yoursite.com
Or use natural language:
create AI readiness files for acmecorp.com
make my site AI-ready: hubspot.com
generate llms.txt for shopify.com
Claude will:
The references/file-specs.md file contains the detailed specification for each of the 18 files — required structure, key fields, and condensed examples. It is loaded automatically when the skill runs.
The scripts/gen_jsonl.py utility converts rag-index.json to rag-index.jsonl format for use with embedding pipelines:
python3 scripts/gen_jsonl.py rag-index.json rag-index.jsonl
The docs/ folder contains PDF reference guides explaining each file in plain English and technical detail:
| Guide | Audience | Files Covered |
|---|---|---|
| AI Readiness Guide — With Plugin | General / Non-technical | All 17 files incl. ai-plugin.json |
| AI Readiness Guide — No Plugin | General / Non-technical | 16 files excl. ai-plugin.json |
| Developer Reference — With Plugin | Web Developers | All 17 files, compact technical format |
| Developer Reference — No Plugin | Web Developers | 16 files, compact technical format |
ai-readiness/
├── ai-readiness.skill ← Claude Cowork installable skill (download & open)
├── SKILL.md ← Raw skill definition — works in any AI assistant
├── README.md ← This file
├── references/
│ └── file-specs.md ← Detailed specs for all 18 output files
├── scripts/
│ └── gen_jsonl.py ← JSONL generator utility
└── docs/
├── ai-readiness-guide-with-plugin.pdf
├── ai-readiness-guide-no-plugin.pdf
├── ai-readiness-guide-dev-with-plugin.pdf
└── ai-readiness-guide-dev-no-plugin.pdf
Silverback Marketing is a full-service digital marketing agency helping businesses grow through strategy, content, and technology. This skill was built as part of Silverback's AI-readiness service offering — helping clients get found in the age of AI search.
MIT — free to use, modify, and distribute with attribution.
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