agent-readiness

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.

An eval framework that measures whether AI agents can discover and use a product's API/CLI/SDK/MCP integration surface across Claude Code/Codex/OpenCode

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.

Deterministic repo readiness scanner for AI coding agents.

Open-source readiness scanner for agent-facing websites, merchants, APIs, docs, and support surfaces.

Scores any public URL on whether AI agents can discover, understand, call, and trust it. Machine-payable via x402 — USDC on Base, no account.

Agent Readiness — A topic index covering the operational practices, signals, and patterns that make an API surface safely usable by autonomous AI agents rather than only by humans. Catalogs the specifications, identity layers, agent skill formats, and edge-layer signals that combine into a coherent agent-readiness posture, with a dimension model…

CI gate for your webpage's agent-readiness level 🤖✅

GEO (Generative Engine Optimization) audit skill for Claude — evidence-tagged, hype-filtered. Audits websites and repos for AI search visibility and agent readability.

Agent skill bundle for xurl-rs . The X (Twitter) CLI for agents

MCP server for AI search visibility auditing. Free scan, paid audit & fix via x402.

Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos

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.

Free CLI to scan AI-agent readiness (12/33 signals, MIT). Bad score? Get ready-to-install ZIP fix-pack with llms.txt, schema, A2A, MCP for $1/$29/$99 at agentfix.pro.

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

Audit your repo before launch for README clarity, OSS hygiene, and agent-readiness.

Audit any website for LLM discoverability and agent readiness. Checks AI crawler access, llms.txt, JSON-LD, MCP/A2A discovery, scrapability, and the SEO fundamentals AI retrieval still depends on. Local, free, no API keys.