mcp server

ai-setup

Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

caliber-ai-org/ai-setupcommunitylistedunreviewednot running here yet

Use tool

Set up

Runs on your computer. Pick your agent and operating system.

Before you start

Node.js 20 or newer

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "ai-setup": {
      "command": "npx",
      "args": [
        "-y",
        "@rely-ai/caliber"
      ]
    }
  }
}

same format Cursor, GitHub Copilot CLI, Junie, JetBrains AI Assistant, Augment (Auggie CLI), Factory Droid, Kiro, Devin CLI +12

Values in angle brackets are placeholders. Restart Claude Desktop after editing its config.Claude Desktop docs

README

synced Oct 14, 2026

Start

npx @rely-ai/caliber bootstrap

Then, in Claude Code or the Cursor CLI, run /setup-caliber. Your agent writes CLAUDE.md, Cursor rules, AGENTS.md and Copilot instructions, shows you the diff, and installs the hooks that keep them current. No agent handy? caliber init does the same as a wizard.

Node 20+. Runs on your Claude Code or Cursor seat, or your own Anthropic, OpenAI, MiniMax or Vertex key. Bootstrap, scoring and sync run fully local.

Fresh

A pre-commit hook reads your diff and refreshes the context files your agents read. caliber score checks them against the repo, with no LLM: do the paths exist, are the commands real, has anything drifted.

caliber score --compare main

Shared

Write a skill, rule, plugin or MCP server in one agent and caliber sync puts it in every other one. It's deterministic, degrades where an agent lacks a feature (a skill becomes a Copilot instruction file), and never overwrites a file you edited by hand.

caliber sync --status

Lean: Jev compaction new

/compact summarizes, and summaries forget the file path, the error and the constraint you gave an hour ago. TypeSafe's Jev scores every tool call, drops the stale ones, and keeps everything else byte-for-byte.

Claude Code: a plugin that replaces /compact.

export CLAUDE_CODE_ENABLE_FUNCTION_HOOKS=1
export AI_GATEWAY_API_KEY=...        # or TYPESAFE_API_KEY
claude plugin marketplace add caliber-ai-org/ai-setup
claude plugin install caliber-jev-compaction@caliber

Cursor, Codex and any other agent: the same scoring from the CLI.

caliber compact --provider cursor  --transcript <jsonl>
caliber compact --provider generic --transcript ./session.json --write

Bring your own Vercel AI Gateway or TypeSafe key. If Jev is unavailable, Claude Code falls back to its built-in compaction. Setup and verification: FUNCTIONAL_CHECKLIST.md.

Commands

Command
`caliber bootstrap` / `init`	Set up (agent skill or CLI wizard)
`caliber score`	Audit config quality, no LLM
`caliber refresh`	Update configs from recent changes
`caliber sync`	Mirror skills, rules, plugins and MCP across agents
`caliber compact`	Jev compaction report (`--write` for generic transcripts)
`caliber plugin install`	Install the Jev plugin into this project
`caliber learn`	Learn patterns from your sessions into `CALIBER_LEARNINGS.md`
`caliber hooks`	Manage refresh and sync hooks
`caliber config`	Choose provider, key and model
`caliber undo` / `uninstall`	Revert changes / remove everything Caliber added

Every write is shown as a diff first and backed up to .caliber/backups/. Anonymous usage analytics (command names, never code) can be turned off with CALIBER_TELEMETRY_DISABLED=1.

Contributing

git clone https://github.com/caliber-ai-org/ai-setup.git && cd ai-setup
npm install && npm run test

See CONTRIBUTING.md. MIT licensed.