Enables the generation of project context files directly from GitHub repository URLs through the GitHub API, allowing AI agents to understand repository DNA and project goals without requiring a local clone.
rust-faf-mcp
Stop re-explaining your project to every AI session. One
.faffile captures your project DNA. Every AI reads it once and knows what you're building.
Rust-native MCP (Model Context Protocol) server for FAF — structured AI project context in YAML (application/vnd.faf+yaml). Single binary, stdio transport, 4.3 MB stripped. Built on rmcp and faf-rust-sdk.
Quickstart
cargo install rust-faf-mcpThen point any MCP client at it:
# Claude Code
claude mcp add faf rust-faf-mcp// WARP / Cursor / Zed / Claude Desktop — any stdio MCP client
{
"mcpServers": {
"faf": {
"command": "rust-faf-mcp"
}
}
}No flags, no config files, no network listener. Pure stdio JSON-RPC.
Or via Homebrew (macOS, pre-built):
brew install Wolfe-Jam/faf/rust-faf-mcpOne command, done forever
faf_auto detects your project, creates a .faf, enhances it to max score, and syncs CLAUDE.md — in one shot:
faf_auto complete
━━━━━━━━━━━━━━━━━
Score: 0% → 85% (+85) 🥈 Silver
Steps:
1. Created project.faf
2. Second enhancement pass
3. Created CLAUDE.md
Path: /home/user/my-projectWhat it produces:
# project.faf — your project, machine-readable
faf_version: "3.3"
project:
name: my-api
goal: REST API for user management
main_language: Rust
version: "0.1.0"
license: MIT
instant_context:
what_building: REST API for user management
tech_stack: Rust 2021
key_files:
- Cargo.toml
- src/main.rs
- README.md
commands:
build: cargo build
test: cargo test
stack:
backend: Rust
build_tool: cargoEvery AI agent reads this once and knows exactly what you're building. No 20-minute onboarding. No wrong assumptions.
Tools
Create & Detect
Tool | What it does |
| Zero to AI context in one command — init, enhance, sync, score, done |
| Create or enhance |
| Generate |
| Walk up the directory tree to find the nearest |
Score & Validate
Tool | What it does |
| Score AI-readiness 0-100% with field-level breakdown |
| Sync |
Optimize
Tool | What it does |
| Parse and display |
| Compress |
| Estimate token count at each compression level |
faf_init is iterative — run it again and it fills in what's missing. Score goes up each time.
Architecture
src/
├── main.rs # ~20 lines — tokio entry, rmcp stdio transport
├── server.rs # FafServer: #[tool_router], ServerHandler, resources
└── tools.rs # Business logic — all 9 tools, pure functions returning ValueRuntime:
tokiosingle-threaded (current_thread)HTTP:
reqwestasync (only used byfaf_gitfor GitHub API)SDK:
faf-rust-sdk1.3 for parsing, validation, compression, discoveryServer:
rmcp1.1 with#[tool_router]macro — handles JSON-RPC, schema generation, transport
Tools return serde_json::Value. The server adapts them to Result<String, String> for rmcp's IntoCallToolResult.
Testing
112 tests across 6 files:
cargo test # runs all 112File | Tests | Coverage |
| 9 | Init handshake, tools/list, resources, schema validation, ID preservation |
| 25 | All 9 tools — happy path, error paths, language detection |
| 12 | Path traversal, null bytes, shell injection, oversized input, malformed JSON |
| 35 | Corrupt YAML, sync replacement, pipelines, dual manifests, legacy filenames, direct paths |
| 10 | Unicode, CJK, score boundaries, unknown fields, GitHub URL parsing |
| 21 | Manifest structure, version sync, server.json, manifest-server cross-validation |
Tests spawn the compiled binary as a subprocess and communicate via stdin/stdout JSON-RPC — true integration tests against the real server.
FAF Ecosystem
One format, every AI platform.
Package | Platform | Registry |
rust-faf-mcp | Rust | crates.io |
Anthropic | npm + MCP #2759 | |
PyPI | ||
xAI | npm | |
Universal | npm |
Build from source
git clone https://github.com/Wolfe-Jam/rust-faf-mcp
cd rust-faf-mcp
cargo build --release
# Binary at target/release/rust-faf-mcp (4.3 MB)Edition: 2021 | LTO: enabled | Strip: symbols
Links
faf-rust-sdk — the parser this depends on
faf.one — FAF home
IANA registration —
application/vnd.faf+yaml
License
MIT
Built by @wolfe_jam | wolfejam.dev