</> Delimit

Stop re-explaining your codebase every session. Memory, tasks, and governance that persist across Claude Code, Codex, Cursor, and Gemini CLI.

Think and Build

The universal command for the Delimit Swarm. When you say "Think and Build", your AI agents (Claude, Codex, Gemini, Cursor) automatically deploy a background autonomous build loop that monitors your ledger, deliberates on strategy, and implements code while you focus on the architecture.

• "Think": Trigger multi-model deliberation and strategic dispatch.
• "Build": Activate the background daemon to execute tasks and verify gates.
• "Vault": Manage local secrets and API keys (AES-256 encrypted).

Works across any configuration — from a single model on a budget to an enterprise swarm of 4+ models.

Watch the demo · Multi-model deliberation · Website

Try it in 2 minutes

npx delimit-cli doctor            # 14 prescriptive checks — tells you exactly what to fix
npx delimit-cli status            # Visual dashboard of your entire governance setup
npx delimit-cli simulate          # Dry-run: see what would be blocked before you commit
npx delimit-cli scan              # Instant health grade for your API spec
npx delimit-cli try owner/repo    # Try governance on any GitHub repo

No API keys. No account. No config files.

Pick your first win

Protect my API — catch breaking changes before merge:

npx delimit-cli try
# Creates a sample API, introduces breaking changes, shows what gets blocked.
# Saves a governance report to delimit-report.md

Watch for drift — detect spec changes without review:

npx delimit-cli init        # Sets up governance + drift baseline
# Weekly drift checks run automatically via GitHub Action

Run PR copilot — governance gates on every pull request:

# .github/workflows/api-governance.yml
- uses: delimit-ai/delimit-action@v1
  with:
    spec: api/openapi.yaml
# Posts gate status, violations, and remediation in PR comments

What's New in v4.20

The highest state of AI governance.

• delimit doctor -- 14 prescriptive diagnostics. Every failure prints the exact command to fix it. --ci for pipelines, --fix for auto-repair.
• delimit simulate -- policy dry-run. See what would be blocked before you commit. The terraform plan for API governance.
• delimit status -- visual terminal dashboard. Policy, specs, hooks, CI, MCP, models, memory, ledger, evidence, git branch. --watch for live refresh.
• delimit report -- governance report. --since 7d --format md|html|json. Audit-friendly output for PRs and compliance.
• Memory hardening -- SHA-256 integrity hash + source model tag on every remember. Cross-model trust, verified on every recall.
• Tag-based publishing -- automated gateway sync, no more version drift between source and npm bundle.

Multi-Model Deliberation

Run your question through 4 AI models simultaneously. They debate each other until unanimous agreement.

delimi

... [View full README on GitHub](https://github.com/delimit-ai/delimit-mcp-server#readme)