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Readme

delimit

Stop Describing. Start Building.

77 MCP governance tools for AI coding assistants. Prevents hallucinated results, verifies tests actually ran, enforces policies, and catches breaking API changes. Works with Claude Code, Codex, and Cursor.

Install

npx delimit-cli setup

10 seconds. No API keys. No account. Installs MCP tools into your existing AI coding assistant.

What happens

Your AI agent gets 77 governance tools that verify its own work:

Test verification — confirms tests actually ran, measures coverage
Security audit — scans dependencies, detects hardcoded secrets and anti-patterns
API governance — catches breaking changes in OpenAPI specs before they ship
Repo analysis — code quality, health checks, config validation
Deploy tracking — plan, build, publish, verify, rollback
Multi-model consensus — Grok + Gemini + Codex deliberate on strategic decisions

Real examples

These happened in a single session:

Command	Result
"keep building"	Parallel agents replaced 37 dead tools with real implementations
"fix the 502 error"	Traced Vercel → Caddy → Docker, found wrong IP, fixed, verified
"run test coverage"	299 → 1,113 tests, zero written manually
"run consensus on pricing"	3 AI models debated, reached unanimous agreement

Free vs Pro

Free (15 tools): lint, diff, policy, semver, test coverage, security audit, repo analysis, zero-spec extraction, and more.

Pro ($10/mo): governance, deploy tracking, memory/vault, multi-model deliberation, evidence collection. Activate with delimit activate YOUR_KEY.

Also works in CI

- uses: delimit-ai/delimit-action@v1
  with:
    spec: api/openapi.yaml

Links

MIT License