claude-faf-mcp
Utilizes a specialized IANA-registered YAML format (application/vnd.faf+yaml) to store and manage structured project context, enabling rapid scoring and synchronization of AI-readiness.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@claude-faf-mcpcreate a project.faf for my Express API with JWT auth"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
claude-faf-mcp
Tell AI what you're building, who it's for, and why it matters. 30 seconds. ๐ It never forgets.
FAF defines. MD instructs. AI codes.
๐ tri-sync now free for all builders โ
.fafโCLAUDE.mdโMEMORY.mdin one command. Pro feature. Now free.
โก New:
/fafprompt โ type/fafin Claude Desktop. It checks your project, scores it, drives it to 100%, and syncs. Relentlessly. One command.
32 MCP tools. 1 prompt. IANA-registered format (application/vnd.faf+yaml). 2,346 test executions per push.
The 3Ws โ 3 Answers. That's It.
Every great product started with 3 answers to the 3Ws โ 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 โ For Optimized AI
3Ws gets you started. For fully optimized AI, complete the set โ 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 โ faf.one/ideas
Quick Start
One-click install โ Claude Desktop
โฌ Download claude-faf-mcp-5.5.1.mcpb
Double-click the downloaded file. Claude Desktop installs it automatically. No terminal. No JSON config. 32 tools live in 10 seconds.
Or โ copy-paste 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.
Or โ manual npm install
npm install -g claude-faf-mcpAdd to claude_desktop_config.json:
{
"mcpServers": {
"faf": { "command": "npx", "args": ["-y", "claude-faf-mcp"] }
}
}Restart Claude Desktop.
Then
Type /faf โ Claude checks your project, scores it, drives it to 100%, and syncs. Done.
Or tell Claude your 3Ws: "I'm building [what] for [who] because [why]"
How It Works
You โ 3 answers โ project.faf โ AI reads it โ every session โ forever
project.faf โโโ 8ms โโโ CLAUDE.md (bi-sync, free)
project.faf โโโ 8ms โโโ MEMORY.md (tri-sync, Pro ๐)Claude does the rest. Zero-effort, right first time, fast, accurate, done. Language, framework, package manager, build tools โ all auto-detected from your existing files. The human context is the part only you can give.
Scoring: From Blind to Optimized
Tier | Score | What it means |
๐ Trophy | 100% | Gold Code โ AI is optimized |
๐ฅ Gold | 99%+ | Near-perfect context |
๐ฅ Silver | 95%+ | Excellent |
๐ฅ Bronze | 85%+ | Production ready |
๐ข Green | 70%+ | Solid foundation |
๐ก Yellow | 55%+ | AI flipping coins |
๐ด Red | <55% | AI working blind |
๐ค White | 0% | No context at all |
At 55%, AI guesses half the time. At 100%, AI knows your project. Same compiler as faf-cli โ same score everywhere.
32 MCP Tools
All tools run standalone โ zero CLI dependencies, 19ms average execution.
Create & Detect
Tool | Purpose |
| Initialize project DNA |
| Auto-detect stack and populate context |
| Lightning-fast creation (3ms) |
| Extract context from README (+25-35% boost) |
| Discover all formats in your project |
| Extract context from any GitHub repo URL |
| Add human context (the 6Ws) |
Validate & Score
Tool | Purpose |
| AI-readiness score (0-100%) with breakdown |
| Validate .faf structure |
| Diagnose and fix common issues |
| Guided interview to Gold Code |
Sync & Persist
Tool | Purpose |
| Sync .faf โ CLAUDE.md |
| Bi-directional .faf โ CLAUDE.md |
| Tri-sync .faf โ CLAUDE.md โ MEMORY.md โ Pro feature, free for developers ๐ |
| Intelligent enhancement |
Export & Interop
Tool | Purpose |
| Import/export AGENTS.md (OpenAI Codex) |
| Import/export .cursorrules (Cursor IDE) |
| Import/export GEMINI.md (Google Gemini) |
| Import/export Conductor directory |
Read & Write
Tool | Purpose |
| Read any file |
| Write any file |
| Project status overview |
| Environment inspection |
| What is .faf? |
๐ Nelly Never Forgets
bi-sync keeps .faf โ CLAUDE.md aligned.
tri-sync adds MEMORY.md โ your AI remembers your project across every session.
bi-sync = .faf โ CLAUDE.md โ always in sync
tri-sync = .faf โ CLAUDE.md โ MEMORY.md โ Nelly never forgets ๐Pro feature, free for developers. Teams & Enterprise: faf.one/pro (plans)
The .FAF Position
Model Context Protocol
โโโโโ โโโโโโโ โโโโโโโโ
Claude โ .faf โ MCP
Gemini โ .faf โ MCP
Codex โ .faf โ MCP
Any LLM โ .faf โ MCPIANA-registered (application/vnd.faf+yaml). Works with any AI. Define once, use everywhere.
Ecosystem
Package | Platform | Registry |
claude-faf-mcp (this) | Claude | npm |
Universal CLI | npm + Homebrew | |
Google Gemini | PyPI | |
xAI Grok | npm | |
Rust | crates.io | |
Browser/Edge | npm | |
Browser | Chrome Web Store |
Same project.faf. Same scoring. Same result. Different execution layer.
Quality
391 tests ยท 12 suites ยท 6 platforms (ubuntu/macos/windows ร Node 18/20)
Privacy
Everything runs locally. No data leaves your machine. No analytics, no telemetry, no tracking, no accounts. Privacy policy โ
If claude-faf-mcp has been useful, consider starring the repo โ it helps others find it.
License
MIT โ Free and open source
FAF Family
| |
MCP server for Claude Desktop | |
MCP server for Gemini CLI | |
MCP server for Grok | |
MCP server for Cursor, Windsurf, Cline, VS Code | |
MCP server in Rust | |
17 Claude Code skills | |
Blog, downloads, docs | |
|
format | driven ๐๏ธโก๏ธ wolfejam.dev
Get the CLI
faf-cli โ The original AI-Context CLI. A must-have for every builder.
npx faf-cli autoAnthropic MCP #2759 ยท IANA Registered: application/vnd.faf+yaml ยท faf.one ยท npm
Maintenance
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