Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.
Claude Skill for Generative Engine Optimization and agent readiness. Get cited by ChatGPT, Perplexity, and Google AI Overviews. Expose MCP, llms.txt, and OAuth to AI agents.
Track what LLMs say before users choose your developer tool.
Deterministic repo readiness scanner for AI coding agents.
Build, retrofit, and score agent-native CLIs. An Agent Skill with a 12-step workflow, an 11-axis weighted rubric, and a Python+Typer scaffold.
LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.
CI gate for your webpage's agent-readiness level 🤖✅
Agent Experience Optimization (AXO) skill — transform any website or business into an AI agent-operable layer. Generates llms.txt, permission models, tool schemas, and evaluation scenarios.
Open-source readiness scanner for agent-facing websites, merchants, APIs, docs, and support surfaces.
Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos
Agent skill bundle for xurl-rs . The X (Twitter) CLI for agents
GEO (Generative Engine Optimization) audit skill for Claude — evidence-tagged, hype-filtered. Audits websites and repos for AI search visibility and agent readability.
Free agent-readiness scanner: score your site for robots.txt, llms.txt, sitemaps, MCP, OAuth & agent skills—plus free llms.txt & agent.json generators at llmsok.com
Agent-Native CLI skill bundle: north-star standard for agentic CLI tools (8 principles, compliance checker). See https://anc.dev/skill
milkyway.center — AI-native site with Level 5 agent-readiness, Cloudflare Workers
[ARCHIVED 2026-05-31 — superseded by https://kineticgain.com/trust/ai-system-card/]
Marketing landing page for Conversell — AI sales agent for WooCommerce. Fast Vite + React 19 SPA deployed to Cloudflare Pages with Framer Motion animations, email collection via Cloudflare Workers + D1 + Resend, and agent readiness features
Free no-signup AGENTS.md checker and AI-ready repo checklist.
Open specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.
Agent-Adoption Correlation Study — empirical investigation of how website agent-readiness practices correlate with LLM visibility outcomes. n=908 brands, three scanners, three LLMs.
Add a description, image, and links to the agent-readiness topic page so that developers can more easily learn about it.
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