Audit any repository for AI-readiness.

Anthropic MCP server for .faf — 33 tools, IANA-registered format. npm: claude-faf-mcp. MCP Registry #2759

MCP server for xAI Grok — read and serve .faf project context. npm: grok-faf-mcp

The FREE AI-readiness assessment for software organizations embracing AI-coding

A technical specification for the Jentic API AI-Readiness Framework (JAIRF). Defines the signals, dimensions, scoring model, and normalisation rules used to evaluate how interpretable, operable, and trustworthy APIs are for AI systems and autonomous agents.

Audit, optimize, and prepare your Laravel codebase for AI coding agents. Readiness scoring, auto-fixes, AGENTS.md generation, simulation mode, and plugin system.

Assess and improve your codebase's AI-readiness. Get an AI Readiness Score (0-100).

Official website for .faf — faf.one. SvelteKit, auto-deploys on push

Rust MCP server for FAF (Foundational AI-context Format) — IANA-registered application/vnd.faf+yaml

Git-native test receipt printer (.taf) — audit trail and proof over time for any CI/CD pipeline

Claude Code skills for .faf — reusable workflows for project DNA management

GitHub Action to validate .faf files and sync AI context

Demo: .taf test receipts in action — audit trail and proof over time

Governance-as-Code toolkit for enterprise AI readiness assessments. Structured Markdown templates, AI agent skills, and consultant playbooks to run a 4-week engagement — from executive workshops to scored, visualized recommendations.

FAF Foundation website — stewards of the AI context standard

Context window cost & dependency fragmentation analysis for AI-ready codebases

Rust SDK for FAF (Foundational AI-context Format)

FAF CLI — Zig-native .faf parser compiled to Bun-compatible binary

FAF CLI for Bun — zero-dependency .faf parser and validator

Radio Protocol client for Rust — AI context broadcasting via WebSocket frequencies. crates.io: faf-radio-rust