AI setup tailored for your codebase.
Scores your AI setup. Generates what's missing. Syncs to your team via git.
The problem
Bad setup = bad agent.
Without setup
No config, stale context
- No project context for agents
- No learning from past AI sessions
- Missing MCPs that unlock key features
- Stale configs nobody updates
With setup
Full context, always up to date
- Full project context generated
- Session learnings captured automatically
- Right MCPs recommended and installed
- Configs stay fresh as code changes
The challenge
Why is it hard to have a perfect setup?
Invisible gaps in your setup
Better MCPs for your DB, skills that halve deploy time — you don't know they exist.
Best practices change weekly
New tools drop, guides update. Last month's best practice is today's tech debt.
Configs rot while code evolves
You refactor daily but CLAUDE.md still references last quarter's architecture.
Every developer has their own setup
One dev has MCPs, another doesn't. No single source of truth — until now.
Meet Caliber
Best practices, generated for your codebase.
Curated skills, configs, and MCP recommendations from research and the community.
Our sources
Caliber Score
Deterministic. No LLM needed.
Configs, skills, MCPs present
Benchmarked via SkillsBench
References match real paths
Commands and paths exist
Recency, secrets, permissions
Commands
Simple CLI. Powerful workflow.
caliber bootstrapInstall agent skills — the fastest way to startcaliber initFull setup wizard with analysis and generationcaliber scoreRate your setup 0–100 (--compare across branches)caliber regenerateRe-analyze and regenerate all configscaliber refreshUpdate docs based on recent code changescaliber skillsDiscover and install community skillscaliber learnCapture patterns from AI coding sessionscaliber hooksManage auto-refresh automationWorks with
No API key needed — use your existing subscription.
Team sync
One dev sets up. Everyone benefits.
Configs live in your repo. Clone, code — same setup, every time.
Git-native distribution
Plain files in git. No sync server, no accounts, no lock-in.
Automatic freshness
Run caliber refresh, commit. Every pull brings the latest configs.
Network effect
First dev sets up once. Every future contributor gets the full config from day one.
Get started
Try it in 30 seconds.
No install needed — runs instantly via npx. 100% local
FAQ
Caliber is a command-line tool that generates AI coding configs — CLAUDE.md, .cursorrules, skills, AGENTS.md, and MCP server setups — tailored to your codebase. It supports Claude Code, Cursor, GitHub Copilot, Windsurf, and works with JavaScript, TypeScript, Python, Go, Rust, Java, and more.