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  1. Home
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  3. Delimit β€” API Governance for AI Coding Assistants
Delimit β€” API Governance for AI Coding Assistants logo
Health: ActiveRecent health check succeeded.Last checked 9/7/2026, 7:32:36 PM

Delimit β€” API Governance for AI Coding Assistants

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository21 GitHub StarsTotal stargazers on GitHub for the source repository (21 stars).Visit Website

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "delimit-api-governance-for-ai-coding-assistants": {
      "command": "npx",
      "args": [
        "-y",
        "delimit-cli"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

</> 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.

npm Tests GitHub Action License: MIT Glama Score

console
$ delimit wrap -- claude "fix the flaky test in tests/api.spec.ts"

βœ“ repo_diagnose
βœ“ security_audit       0 critical Β· 0 secrets
βœ“ test_smoke           165/165
βœ“ changed_files        1
βœ“ attestation signed   att_a05050eb8e13277e
                       delimit.attestation.v1 Β· HMAC-SHA256
                       receipt β†’ .delimit/attestations/att_a05050eb8e13277e.json

Every wrapped run emits a local delimit.attestation.v1 bundle: repo head before/after, changed files, gate results, and an HMAC-SHA256 signature. Verify it offline with delimit seal-verify; hosted replay is not available yet. 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 β€” run it on any repo and it applies deterministic checks (breaking API changes + leaked secrets) to your staged or modified files.

Terminal
npx delimit-cli check
console
$ delimit check

  Delimit Check

  Policy: default | Base: HEAD | Specs: 1

  + api/openapi.yaml β€” clean

  PASSED β€” 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 β€” so it drops straight into a pre-commit hook or CI step.

Common options:

bash
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 β€” the same evidence shape, pinned to the exact content you checked.

Methodology Β· cal.com v2 worked example Β· Workflow guide Β· Website


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 β€” OpenAI (openai/openai-openapi)
  • Stripe v1 OpenAPI: 57 days under a merge gate β€” Stripe (stripe/openapi)
  • Anthropic API: 76 days under a cross-vendor merge gate β€” Anthropic (anthropics/anthropic-sdk-python)
  • Twilio v2010 OpenAPI: 55 days under a merge gate β€” Twilio (twilio/twilio-oai)
  • Docusign eSignature v2.1 OpenAPI: 46 days under a merge gate β€” Docusign (docusign/OpenAPI-Specifications)
  • Supabase Auth OpenAPI: 57 days under a merge gate β€” Supabase Auth (supabase/auth)
  • cal.com v2 OpenAPI: 60 days under a merge gate β€” cal.com (calcom/cal.com)
  • EU TED v3 procurement API: $ref'd component-schema drift under a merge gate β€” European Commission (TED v3 Public API)
  • Cross-agent handoff: one artifact, four CLIs β€” Cross-CLI session handoff (worked example)
  • delimit-mcp-server (self-attestation): same merge gate, third artifact class β€” 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 β€” 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

Terminal
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 β€” one pass/fail verdict.

Terminal
npx delimit-cli lint old.yaml new.yaml       # tool: delimit_lint

See exactly what breaks. Pure structural diff β€” added/removed/modified endpoints, schemas, params, no policy.

Terminal
npx delimit-cli diff old.yaml new.yaml       # tool: delimit_diff

Classify the bump. Deterministic MAJOR/MINOR/PATCH/NONE β€” same input, same answer, every time.

text
delimit_semver       β†’ MAJOR/MINOR/PATCH/NONE + next version string
delimit_impact       β†’ 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.

Terminal
npx delimit-cli deliberate "Is dropping the deprecated v1 /users field a safe MINOR?"
#   tool: delimit_deliberate β€” 3 hosted runs after `delimit signin` (free account), then bring your own keys

delimit setup gives the Codex MCP server a 30-minute tool timeout so a multi-round panel can return its completed transcript instead of being detached by the client while its models are still responding.

Capture the signed, replayable attestation. After a gate event (deploy / security / test / audit), record the evidence bundle and verify it any time.

text
delimit_evidence_collect   β†’ signed evidence bundle for the audit trail        (Pro)
delimit_evidence_verify    β†’ confirm a bundle hasn't been tampered with         (Pro)
delimit_seal_verify        β†’ check a Delimit Seal receipt against its bundled   (Free)
                             Layer-0 constitution β€” offline-verifiable

Every receipt is offline-verifiable with npx delimit-cli seal-verify <receipt.json>. Hosted receipt replay is not available yet.

3. Context that survives sessions and models

Decisions, constraints, and tasks persist across sessions and across AI assistants β€” switch from Claude Code to Codex, Cursor, or Gemini CLI without losing the thread.

Memory β€” persist and recall the why, not just the diff.

Terminal
npx delimit-cli remember "v1 /users field is frozen until Q3 β€” downstream billing depends on it"
#   tool: delimit_memory_store
npx delimit-cli recall billing               # local recall over your saved memories (Free)

For semantic recall by meaning across sessions, the assistant calls delimit_memory_search (Pro) directly.

Ledger β€” one task list, shared across every assistant and session.

text
delimit_ledger_add        β†’ record a task/bug/feature/strategic item
delimit_ledger_context    β†’ session-start: top open items by priority (what's queued)
delimit_ledger_done       β†’ close with a note (auto-captures a PR URL as ship proof)

That's the loop: gate the change, sign the proof, keep the context. Run it once on a real spec and you've used the whole merge gate.


Think and Build

Beyond the merge gate, Delimit orchestrates multi-model deliberation and autonomous builds. delimit think dispatches a strategic question to Claude, Codex, Gemini, and Grok; delimit build activates a background daemon that executes ledger tasks through the gate chain. delimit vault manages local secrets (AES-256).

Works across any configuration, from a single model on a budget to a full panel.


Try it in 2 minutes

Terminal
npx delimit-cli doctor            # 14 prescriptive checks β€” 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 β€” catch breaking changes before merge:

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

Read the full README β†’View source on GitHub β†’

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Frequently Asked Questions about Delimit β€” API Governance for AI Coding Assistants

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "delimit-api-governance-for-ai-coding-assistants": { "command": "npx", "args": ["-y", "Delimit β€” API Governance for AI Coding Assistants"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
Last updatedSep 7, 2026
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GitHub stars21
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39Quality signal: Fair Β· 39/100How this signal is calculated β–Ύ
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Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity3/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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