Product

Mokhai — Agent Readiness Kit

A WordPress plugin, live on WordPress.org, that makes a site legible to AI agents — Markdown twins of every page, a curated llms.txt, MCP, and a 0–100 Context Score.

When an AI assistant fetches a typical WordPress page, it receives 50–100 KB of theme markup — menus, sliders, scripts — with the actual content buried inside. Mokhai gives every public URL a clean Markdown twin (/about-us.md) of 4–8 KB of pure content, and publishes a curated /llms.txt index where every entry links to that Markdown version with a per-page description. One hop, and an agent has a map of your site and the readable form of every page on it.

Seven modules, one Context Profile

  • Markdown Views — every public URL in three forms: .md path, ?format=md, or Accept: text/markdown content negotiation. Cached with content-hash invalidation; uniform 404 on anything not exposed — never a partial leak.
  • LLMs Index — a /llms.txt generator with per-page descriptions (curated by you, or drafted by an optional LLM pass), editorial entries for non-WordPress URLs, and conflict detection against robots.txt.
  • Context Score — a 0–100 readiness audit across seven weighted sub-scores, from discoverability to Markdown conversion quality, surfaced in admin, Site Health, and WP-CLI. “Agent-ready” becomes a number you can improve instead of a vibe.
  • Schema Coordination — detects whether your SEO plugin already emits JSON-LD and only fills the gap, instead of fighting it.
  • AI Assistant Preview — see any post exactly as an agent consumes it: raw HTML, Markdown twin, and its live /llms.txt line side by side.
  • Agent Abilities + MCP — core operations exposed through the WordPress Abilities API and surfaced to MCP clients, every ability permission-gated.
  • Multi-channel discovery — credits ai.txt, /.well-known/ declarations, and OpenAPI surfaces beyond /llms.txt.

Fully free, GPL-2.0+, no paid tier, no hosted backend. The plugin makes no external HTTP calls — every deterministic surface runs locally, and AI providers are only consulted by modules that explicitly opt in.

Why I built it

The agent-readable web is arriving without a toolkit. SEO spent twenty years teaching sites to be legible to one crawler; nobody was giving site owners the same discipline for agents. I built Mokhai solo, 0→1, to be that discipline: one profile, measurable output, no hand-waving.

Get it

Live on the WordPress.org plugin directory (v0.8.0) — install it from any WordPress admin. Source on GitHub.

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