agent-readiness

Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.

Score any site's agent readiness from your terminal or CI. The open-source CLI for ora.

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.

Audits a repository for how ready it is for AI coding agents, and returns a prioritized fix backlog with evidence for every finding.

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.

Deterministic repo readiness scanner for AI coding agents.

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.

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

A check that cannot fail looks exactly like a check that passes. AQK plants a known defect into a copy of your most-repaired file, runs your own declared checks against it, and counts a catch only when one names the planted file. Zero dependencies, one command.

Agent Readiness — independent third-party profile of a public API surface, by API Evangelist. 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 tha

Find out why a repository won't build on this machine. Cross-platform developer-environment diagnostics, reproducibility snapshots, machine-to-machine diffs and AI-agent readiness. Read-only, no telemetry.

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.

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.

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

v0.2.0: detected model id now sent in probe payloads; malformed endpoint responses classify cleanly (no raw tracebacks); clean exit-2 usage errors for bad --out; new no_tool probe for over-eager tool-call detection (suite cn-tc-v2).

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.