Delimit
About
The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.
Details
- Author
- delimit-ai
- GitHub stars
- 21
- Downloads
- 397
- Categories
- Developer Tools, API
Jump to
- Signed, replayable attestations (HMAC-SHA256) per merge
- Zero-config PR safety gate (delimit check)
- Wraps any AI coding assistant with a governance chain
- Cross-model context persistence (memory, ledger)
- Offline-verifiable receipts with public replay URLs
- Multi-model deliberation and autonomous builds (delimit think, delimit build)
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
DelimitCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install via npx delimit-cli. For a full merge gate, run delimit wrap -- <ai-command> to pipe any AI invocation through signed governance. For a zero-config safety gate, run delimit check on staged or modified files. Use delimit init to set up a merge-gate config. No account or API keys are required for basic usage. Commands like delimit lint, delimit diff, delimit simulate, and delimit scan provide specific gate capabilities.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"delimit": {
"delimit": {
"type": "stdio",
"command": "python3",
"args": [
"~/.delimit/server/ai/server.py"
],
"cwd": "~/.delimit/server",
"env": {
"PYTHONPATH": "~/.delimit/server"
}
}
}
}
}
McpServers
{
"delimit": {
"type": "stdio",
"command": "python3",
"args": [
"~/.delimit/server/ai/server.py"
],
"cwd": "~/.delimit/server",
"env": {
"PYTHONPATH": "~/.delimit/server"
}
}
}
</> Delimit
The merge gate for AI-written code, with signed, replayable attestation.
Wrap any AI coding assistant (Claude Code, Codex, Cursor, Gemini CLI) with a governance chain that runs your gates, records what changed, and signs a replayable receipt for every merge.
$ delimit wrap -- claude "fix the flaky test in tests/api.spec.ts"
✓ repo_diagnose
✓ security_audit 0 critical · 0 secrets
✓ test_smoke 165/165
✓ changed_files 1
✓ attestation signed att_a05050eb8e13277e
delimit.attestation.v1 · HMAC-SHA256
replay → https://delimit.ai/att/att_a05050eb8e13277e
Every wrapped run emits a delimit.attestation.v1 bundle: repo head before/after, changed files, gate results, HMAC-SHA256 signature, and a replay URL. Advisory by default; flip to enforcing when you're ready.
---
Fastest path to value: delimit check
Zero-config PR safety gate. No init, no setup, no account, no keys — run it on any repo and it applies deterministic checks (breaking API changes + leaked secrets) to your staged or modified files.
npx delimit-cli check
$ delimit check
Delimit Check
Policy: default | Base: HEAD | Specs: 1
+ api/openapi.yaml — clean
PASSED — no breaking changes, no leaked secrets
When a check finds a breaking change or a leaked secret, it prints the offending file and the issue and exits non-zero — so it drops straight into a pre-commit hook or CI step.
Common options:
delimit check --staged # only check staged files
delimit check --base main # compare against a git ref (default HEAD)
delimit check --fix # show migration guidance for violations
delimit check --record # write a content-pinned record of this check
--record writes a content-pinned record of the check to .delimit/records/check-<ts>.json (or a path you name). That record is the precursor to the signed, replayable Seal attestation — the same evidence shape, pinned to the exact content you checked.
<p align="center">
<a href="https://delimit.ai/methodology/mcp-attestation">Methodology</a> · <a href="https://delimit.ai/reports/cal-com-v2-attestation">cal.com v2 worked example</a> · <a href="https://delimit.ai/docs/workflow">Workflow guide</a> · <a href="https://delimit.ai">Website</a>
</p>
---
Worked examples
Real, reproducible merge-gate runs against public API specs:
- OpenAI OpenAPI: a year of AI frontier evolution under a cross-vendor merge gate — OpenAI (openai/openai-openapi)
- Stripe v1 OpenAPI: 57 days under a merge gate — Stripe (stripe/openapi)
- Anthropic API: 76 days under a cross-vendor merge gate — Anthropic (anthropics/anthropic-sdk-python)
- Twilio v2010 OpenAPI: 55 days under a merge gate — Twilio (twilio/twilio-oai)
- Docusign eSignature v2.1 OpenAPI: 46 days under a merge gate — Docusign (docusign/OpenAPI-Specifications)
- Supabase Auth OpenAPI: 57 days under a merge gate — Supabase Auth (supabase/auth)
- cal.com v2 OpenAPI: 60 days under a merge gate — cal.com (calcom/cal.com)
- EU TED v3 procurement API: $ref'd component-schema drift under a merge gate — European Commission (TED v3 Public API)
- Cross-agent handoff: one artifact, four CLIs — Cross-CLI session handoff (worked example)
- delimit-mcp-server (self-attestation): same merge gate, third artifact class — delimit-mcp-server (self-attestation)
See the full index at delimit.ai/reports. For the schema and signing methodology behind every report, see delimit.ai/methodology/mcp-attestation.
---
Golden Path — your first 10 minutes
The merge gate for AI-written code, end to end: lint a spec, see exactly what breaks, classify the bump, settle the hard calls with multiple models, and walk away with a signed, replayable attestation. Then keep the context that survives across sessions and models.
1. Install
npx delimit-cli scan # discovery: finds your OpenAPI specs, frameworks, security issues, tests
npx delimit-cli init # wire up the merge-gate config (--preset strict | default | relaxed)
scan (delimit_scan) reports what Delimit can do for this repo. init (delimit_init) drops in the policy preset and merge-gate config. No account, no keys.
2. The merge gate, end to end
Lint the spec change (the gate). Baseline vs. proposed, with policy applied — one pass/fail verdict.
npx delimit-cli lint old.yaml new.yaml # tool: delimit_lint
See exactly what breaks. Pure structural diff — added/removed/modified endpoints, schemas, params, no policy.
npx delimit-cli diff old.yaml new.yaml # tool: delimit_diff
Classify the bump. Deterministic MAJOR/MINOR/PATCH/NONE — same input, same answer, every time.
delimit_semver → MAJOR/MINOR/PATCH/NONE + next version string
delimit_impact → blast radius: scans your dependency manifest for downstream callers (informational)
Settle the hard calls. When the gate verdict is a judgment call, put it to multiple models and let them debate to consensus.
```bash
npx delimit-cli deliberate "Is dropping the deprecated v1 /users field a safe MINOR?"
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