claude-faf-mcp

Tell AI what you're building, who it's for, and why it matters. 30 seconds. 🐘 It never forgets.

33 MCP tools. IANA-registered format (application/vnd.faf+yaml). 2,346 test executions per push.

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The 3Ws — 3 Answers. That's It.

Every great product started with 3 answers to the 3Ws — Who, What, Why:

	WHO is it for?	WHAT does it do?	WHY build it?
Uber	People who need a ride	Tap a button, car arrives	Taxis were broken
Airbnb	Travelers who can't afford hotels	Stay in someone's spare room	Millions of empty rooms exist
Slack	Teams drowning in email	Organized group messaging	Decisions buried in threads
Venmo	Friends splitting bills	Send money instantly	Someone always forgets to pay back

Same pattern. Every product that works starts here. .faf captures it:

human_context:
  who: "people who need a ride across town"
  what: "tap a button, car arrives in minutes"
  why: "taxis are slow, expensive, and hard to find"

30 seconds. Claude builds your project.faf from this. Every session after, AI starts smart.

The 6Ws — For Optimized AI

3Ws gets you started. For fully optimized AI, complete the set — Where, When, How:

  where: "mobile app, iOS and Android"    # where does it live?
  when: "launch in 3 months"              # when is it shipping?
  how: "GPS matching, real-time pricing"  # how does it work?

3Ws initiates the project with AI. 6Ws optimizes AI to 100%. Same YAML, same file. More examples → faf.one/ideas

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Quick Start

Copy and paste this to Claude:

Install the FAF MCP server: npm install -g claude-faf-mcp, then add this to my claude_desktop_config.json: {"mcpServers": {"faf": {"command": "npx", "args": ["-y", "claude-faf-mcp"]}}} and restart Claude Desktop.

Then tell Claude your 3Ws: "I'm building [what] for [who] because [why]"

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How It Works

You → 3 answers → project.faf → AI reads it → every session → forever

project.faf  ←── 8ms ──→  CLAUDE.md     (bi-sync, free)
project.faf  ←── 8ms ──→  MEMORY.md     (tri-sync, Pro 🐘)

Claude does the rest. Zero-effort, right first time, fast, accurate, done. Language, framework, package manager, build tools — all auto-detected from your existing files. The human context is the part only you can give.

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Scoring: From Blind to Optimized

Tier	Score	What it means
🏆 Trophy	100%	Gold Code — AI is optimized
🥇 Gold	99%+	Near-perfect context
🥈 Silver	95%+	Excellent
🥉 Bronze	85%+	Production ready
🟢 Green	70%+	Solid foundation
🟡 Yellow	55%+	AI flipping coins
🔴 Red	<55%	AI working blind
🤍 White	0%	No context at all

At 55%, AI guesses half the time. At 100%, AI knows your project. Same compiler as faf-cli — same score everywhere.

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33 MCP Tools

All tools run standalone — zero CLI dependencies, 19ms average execution.

Create & Detect

Tool	Purpose
faf_init	Initialize project DNA
faf_auto	Auto-detect stack and populate context
faf_quick	Lightning-fast creation (3ms)
faf_readme	Extract context from README (+25-35% boost)
faf_formats	Discover all formats in your project
faf_git	Extract context from any GitHub repo URL
faf_human_add	Add human context (the 6Ws)

Validate & Score

Tool	Purpose
faf_score	AI-readiness score (0-100%) with breakdown
faf_check	Validate .faf structure
faf_doctor	Diagnose and fix common issues
faf_go	Guided interview to Gold Code

Sync & Persist

Tool	Purpose
faf_sync	Sync .faf → CLAUDE.md
faf_bi_sync	Bi-directional .faf ↔ CLAUDE.md
faf_tri_sync	Tri-sync to MEMORY.md (Pro — 14-day free trial)
faf_enhance	Intelligent enhancement

Export & Interop

Tool	Purpose
faf_agents	Import/export AGENTS.md (OpenAI Codex)
faf_cursor	Import/export .cursorrules (Cursor IDE)
faf_gemini	Import/export GEMINI.md (Google Gemini)
faf_conductor	Import/export Conductor directory

Read & Write

Tool	Purpose
faf_read	Read any file
faf_write	Write any file
faf_status	Project status overview
faf_debug	Environment inspection
faf_about	What is .faf?

Full tool reference →

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🐘 Nelly Never Forgets (Pro)

bi-sync keeps .faf ↔ CLAUDE.md aligned. Free forever.

tri-sync adds MEMORY.md — your AI remembers across sessions. Feed Nelly, she never forgets.

bi-sync  = .faf ↔ CLAUDE.md              ← free forever
tri-sync = .faf ↔ CLAUDE.md ↔ MEMORY.md  ← Pro 🐘

$3/mo · $19/yr · $29/yr Global. 14-day free trial, no signup. Friends of FAF → faf.one/pro

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The .FAF Position

Model        Context          Protocol
─────        ───────          ────────
Claude    →   .faf        →    MCP
Gemini    →   .faf        →    MCP
Codex     →   .faf        →    MCP
Any LLM   →   .faf        →    MCP

IANA-registered (application/vnd.faf+yaml). Works with any AI. Define once, use everywhere.

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Ecosystem

Package	Platform	Registry
claude-faf-mcp (this)	Claude	npm
faf-cli	Universal CLI	npm + Homebrew
gemini-faf-mcp	Google Gemini	PyPI
grok-faf-mcp	xAI Grok	npm
rust-faf-mcp	Rust	crates.io
faf-wasm	Browser/Edge	npm
Chrome Extension	Browser	Chrome Web Store

Same project.faf. Same scoring. Same result. Different execution layer.

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Quality

391 tests · 12 suites · 6 platforms (ubuntu/macos/windows × Node 18/20)

CI Dashboard →

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Privacy

Everything runs locally. No data leaves your machine. No analytics, no telemetry, no tracking, no accounts. Privacy policy →

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License

MIT — Free and open source

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.faf is the format. project.faf is the file. 100% is Gold Code.

"It's so logical if it didn't exist, AI would have built it itself" — Claude