</> Delimit
Keep the state. Change the model.
Delimit keeps your decisions, tasks, and handoffs on your machine, so the next AI coding session picks up where the last one stopped, even in a different assistant.
Power your agent
คำสั่งของผู้เผยแพร่เอง ไม่ใช่เอนด์พอยต์ของ PlugMCP
Host a copy with our keys and logs.
npx -y [email protected]Claude Code ไม่มีลิงก์ติดตั้งสำหรับคำสั่งแบบโลคัล ให้คัดลอกคำสั่งด้านล่างแล้วรันในเทอร์มินัล
claude mcp add delimit-cli -- npx -y delimit-cli@4.24.0รันในเทอร์มินัล
{ "mcpServers": { "delimit-cli": { "command": "npx", "args": [ "-y", "[email protected]" ] } }}claude_desktop_config.json
URL แบบรีโมตหรือคำสั่งบนเครื่องของคุณ? การติดตั้งสองแบบต่างกันอย่างไร
รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดจากผู้เผยแพร่
</> DelimitKeep the state. Change the model.
Delimit keeps your decisions, tasks, and handoffs on your machine, so the next AI coding session picks up where the last one stopped, even in a different assistant.
Keep the state. Change the model. Shared context and a multi-model panel across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse.
Glama directory grades: License A · Quality A · Maintenance A. Observed September 15, 2026, for this public repository. View the listing.
npx delimit-cli setup
setup adds Delimit to the assistants it finds on this machine. Open your assistant as usual and it can read and write the same saved record. You can also save and find a decision from the terminal:
The same session as text:
$ npx delimit-cli remember "Auth uses session cookies, not JWT. Decided after the token-leak review."
Remembered. (1 memory total)
$ npx delimit-cli recall auth
Delimit Memories
[mem-9586382bff96] just now [cli] ✓
Auth uses session cookies, not JWT. Decided after the token-leak review.
#jwt
1 memory found (1 total)
Works with: Claude Code, Codex, Cursor, and Antigravity (configured by setup), plus GitHub Copilot and Muse as full sessions through delimit chat. Install and sign in to each client yourself; see Lead chat, Copilot CLI and Muse Code sessions.
npx delimit-cli chat --model copilot
npx delimit-cli chat --model muse
Hard calls: npx delimit-cli deliberate "<question>" puts a question to the models you have configured (Claude, GPT via Codex, Gemini via Antigravity, Grok, DeepSeek, Muse) and shows you where they agree and where they disagree.
If Delimit helps you, a ⭐ helps other people find it.
Delimit can also gate AI-assisted changes in a repository and keep a local signed attestation of each run.
$ 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
receipt → .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.
delimit checkZero-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.Real, reproducible merge-gate runs against public API specs:
See the full index at delimit.ai/reports. For the schema and signing methodology behind every report, see delimit.ai/methodology/mcp-attestation.
The API check, end to end: lint a spec, see exactly what breaks, classify the bump, settle the hard calls with the model providers you configure, and keep a locally signed receipt of what ran. Then keep the context that survives across sessions and models.
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.
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.
npx delimit-cli deliberate "Is dropping the deprecated v1 /users field a safe MINOR?"
# tool: delimit_deliberate — uses your configured model CLIs or API 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.
delimit_evidence_collect → signed evidence bundle for the audit trail (Pro)
delimit_evidence_verify → confirm a bundle hasn't been tampered with (Pro)
delimit_seal_verify → check a Delimit Seal receipt against its bundled (Free)
Layer-0 constitution — offline-verifiable
Every receipt is offline-verifiable with npx delimit-cli seal-verify <receipt.json>. Hosted receipt replay is not available yet.
Decisions, constraints, and tasks persist across sessions. Continue in Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, or Muse with the saved record.
Memory — persist and recall the why, not just the diff.
npx delimit-cli remember "v1 /users field is frozen until Q3 — 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 — one task list, shared across every assistant and session.
delimit_ledger_add → record a task/bug/feature/strategic item
delimit_ledger_context → session-start: top open items by priority (what's queued)
delimit_ledger_done → 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.
Install and authenticate the official client separately, under the same OS user who runs Delimit. Delimit does not install these clients, purchase a plan, log you in, or verify your subscription allowance. The interactive lead order is Claude → Codex → Antigravity → Muse → Copilot, subject to existing configuration, availability and native-client checks. This changes only lead chat, not review panels or background routing. Existing paid API fallback remains opt-in.
npx delimit-cli chat
npx delimit-cli chat --model muse
npx delimit-cli chat --model copilot
npx delimit-cli chat --project /path/to/repository --model muse
You can launch from your home directory without changing directories. That is
an unscoped owner workspace: Delimit loads workspace instructions but does not
infer a venture or restore the newest unrelated handoff. A stale active-venture
pointer is not selected. Use --project to bind an existing Git repository;
missing or invalid project paths fail before launching a model. Root/workspace
exit does not claim a project-bound capture. Recover or save continuity against
the actual task scope through existing Delimit tools.
Muse and Copilot are native interactive harnesses, not new model votes or
automatic build-loop backends. An explicit --model muse or --model copilot
stays on that selection without probing or silently switching providers.
In the default lead chain a failed native launch can advance to the next lead;
an intentional interrupt exits. No successful handoff is inferred from a failed
or unavailable capture. Native permission approvals remain active. Copilot launches
with automatic updates and remote/export features disabled for this session.
Muse preparation: first verify that your account permits Standard
muse-spark-1.3 on the intended billing route. Back up your native
$XDG_CONFIG_HOME/muse/settings.json (or ~/.config/muse/settings.json when
XDG_CONFIG_HOME is unset), and merge these fields into its existing JSON object;
preserve unrelated settings and authentication:
{
"model": "muse-spark-1.3",
"context": {
"foreign_personal_rules": false,
"foreign_personal_skills": false
}
}
The explicit Muse launch requires that selection and exclusion of foreign
personal rules/skills; it does not change native settings for you. A configured
provider must be meta, and a configured endpoint must be
https://api.meta.ai/v1. META_API_KEY or MODEL_API_KEY environment overrides
block this launch until you resolve the intended billing route. Do not switch
credentials or models merely to bypass that check. Standard selection is not
proof of zero retention, subscription billing, or private-data clearance.
Current binary discovery supports Copilot in ~/.local/bin, /usr/local/bin,
or /usr/bin, and Muse's versioned ~/.local/bin/muse-bin-<version>-R<revision>
distribution. Muse uses that executable directly, not its updater launcher.
Other installation layouts are not automatically discovered. The native Muse
context settings were checked with Muse Code 1.2.1; recheck compatibility when
upgrading the client.
Delimit supplies a compact project-bound startup instruction, not an automatic
import of your ledger, memory, or complete conversation. Optional local guidance
can live in $DELIMIT_HOME/harness-bootstrap.md (default
~/.delimit/harness-bootstrap.md); the combined startup text must fit within
16 KiB. Project AGENTS.md/CLAUDE.md files at or above 64 KiB are rejected
instead of silently truncated. Recover and save a scoped handoff through your
available Delimit tools. These launchers do not automatically register a
native MCP connection or prove cross-harness continuity.
When both project instruction files exist, the startup packet lists both files with their sizes and hashes and tells the harness to read them completely, including guidance hidden by native file precedence. It does not copy their contents into the startup packet, silently merge files, or override the existing instruction hierarchy. User-global guidance remains opt-in through the local bootstrap file; Delimit never copies a different client's private rules by default. This manifest is a loading instruction, not proof that the model performed every read. If required guidance is inaccessible or conflicts, resolve that gap before allowing edits. Oversized native project files still fail closed without rewriting the originals.
Optional command shims can be installed with delimit setup --harness-shims.
Ordinary setup only refreshes already-managed Muse/Copilot shims; it does not
newly shadow your native commands. Custom shims are preserved. With the opt-in,
a conflicting custom file stops installation of both additional shims.
For existing launcher-managed continuity, clean exit finalizes only a bound
handoff. If that is unavailable, Delimit reports the specific reason and writes
a private local diagnostic receipt under its sessions/ directory. That receipt
is not a conversation backup. Existing handoffs are not replaced by empty ones;
resume the exact native session and explicitly save a project-bound handoff.
delimit think runs a multi-model deliberation using available configured providers. delimit build starts a detached planning worker that inspects the repository and writes briefs; it does not execute ledger tasks. delimit vault stores secrets as plaintext JSON in owner-only (0600) files.
Works across any configuration, from a single model on a budget to a full panel.
npx delimit-cli doctor # Checks your local setup and suggests fixes
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.
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
Gate every AI-assisted invocation. Ship the receipts.
delimit wrap — pipe claude -p, cursor, aider, codex, or any AI-assisted CLI through a signed governance gate. Snapshots the git diff before/after, runs lint + tests, HMAC-signs an att_* attestation, and writes the receipt locally for offline verification. Advisory by default; --enforce blocks CI on policy violations; --max-time <s> is a kill switch that tags the attestation as a liability_incident and prints a cross-model handoff command.delimit trust-page — renders a directory of attestations into a static HTML trust page + JSON Feed 1.1 feed. Single file, no framework, offline-renderable. Deploy anywhere.delimit ai-sbom — aggregates attestations into a CycloneDX 1.6 bill-of-materials with AI-specific fields (detected models per vendor, tool-call surface, policy gate counts). Pipe straight into procurement.wrap uses the same local attestation schema across supported command-line producers. Delimit keeps session context across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse.# Gate any AI-assisted CLI
delimit wrap -- claude -p "add tests for payments"
# → att_7d556843c84fb881 signed, receipt written locally
# Kill switch + handoff after 60s wall-clock
delimit wrap --max-time 60 -- cursor edit "refactor auth middleware"
# → if killed: kind=liability_incident
# → suggested: delimit wrap -- claude -p "refactor auth middleware"
# Render accumulated attestations as a public trust page
delimit trust-page -o ./trust
# → ./trust/index.html (+ feed.json)
# Build a CycloneDX-AI bill of materials
delimit ai-sbom -o ./ai-sbom.json
# → components: 4 models detected, 187 gates run
The highest state of AI governance — earlier features still active.
delimit doctor -- checks your local setup and suggests fixes. Supports --ci for pipelines and --fix for supported repairs.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.remember. Cross-model trust, verified on every recall.Run your question through 4 AI models simultaneously. They debate each other until unanimous agreement.
delimit deliberate "Should we build rate limiting in-house or use a managed service?"
Round 1 (independent):
Claude: Build in-house. Redis sliding window is 50 lines.
Gemini: Build. You already have Redis.
Codex: Agree — but add circuit breaker for Redis failures.
Grok: Build. Managed service costs $200/mo for 50 lines of code.
Round 2 (deliberation):
All models: AGREE
UNANIMOUS CONSENSUS (2 rounds, confidence 94/100)
Build rate limiting in-house with Redis + circuit breaker.
Deliberations use your configured model CLIs or API keys. Provider availability depends on your setup.
server.json version fields match the package version.delimit_soul_capture / delimit_revive work without any internal modules via the public session_continuity module; captured souls carry deterministic provenance (venture, transcript identity, capture key) for reliable resume across model switches. Existing soul files load unchanged.delimit think and delimit build commandsdelimit models); no hosted runs are includeddelimit setup configures MCP access for Claude Code, Codex, Cursor, and Antigravity and sets approval defaults for some clients; review these settings for your environmentZero-config -- auto-detects your OpenAPI spec:
- uses: delimit-ai/delimit-action@v1
Or with full configuration:
name: API Contract Check
on: pull_request
jobs:
delimit:
runs-on: ubuntu-latest
permissions:
pull-requests: write
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- uses: delimit-ai/delimit-action@v1
with:
spec: api/openapi.yaml
That's it. Delimit auto-fetches the base branch spec, diffs it, and posts a PR comment with breaking changes, semver classification, migration guides, and governance gate results.
Breaking Changes Detected
Semver: MAJOR (1.0.0 -> 2.0.0)
Migration Guide: 3 steps to update your integration
Governance Gates
You don't have to trust a large tool surface on day one. The safe on-ramp:
Phase 1 — read-only governance (free, no account). Start with the tools that
only read your repo and write reports: delimit_lint, delimit_diff,
delimit_semver, delimit_policy, delimit_explain, delimit_scan, and
delimit_seal_verify. If your MCP client supports per-tool allowlists, grant
exactly those. Nothing in this set executes, deploys, or posts anywhere.
Phase 2 — opt into side effects deliberately. Tools that write evidence
bundles, open PR comments, or run deploys (delimit_security_audit,
delimit_deploy_*, agent orchestration) are tier-gated; enable them once
phase 1 has earned its keep in your CI.
Pin the Action to a commit SHA. @v1 is a floating tag. For
supply-chain-sensitive pipelines, pin the exact commit and bump on review:
- uses: delimit-ai/delimit-action@<commit-sha> # gh api repos/delimit-ai/delimit-action/git/refs/tags/v1
Keep BYOK keys out of repo and dotfile config. If you bring your own model
keys for deliberation, store them with delimit_secret_store (kept locally in
owner-only 0600 files, base64-encoded, not encrypted; access-logged via
delimit_secret_access_log) rather than in dotfiles.
Our own releases ship under the same discipline: every release carries a
signed, replayable Seal receipt (see the latest
release assets —
verify with npx delimit-cli seal-verify <receipt.json>), plus SLSA
provenance on npm.
npx delimit-cli scan # Instant spec health grade + recommendations
npx delimit-cli pr owner/repo#123 # Review any GitHub PR for breaking changes
npx delimit-cli quickstart # Clone demo project + guided walkthrough
npx delimit-cli try # Zero-risk demo — saves governance report
npx delimit-cli demo # Self-contained governance demo
npx delimit-cli init # Guided wizard with compliance templates
npx delimit-cli init --preset strict # Initialize with strict policy
npx delimit-cli setup # Install into all AI assistants
npx delimit-cli setup --dry-run # Preview changes first
npx delimit-cli lint api/openapi.yaml # Check for breaking changes
npx delimit-cli diff old.yaml new.yaml # Compare two specs
npx delimit-cli explain old.yaml new.yaml # Generate migration guide
npx delimit-cli check # Pre-commit governance check
npx delimit-cli check --staged --fix # Check staged files + show guidance
npx delimit-cli hooks install # Install git pre-commit hook
npx delimit-cli hooks install --pre-push # Also add pre-push hook
npx delimit-cli ci # Generate GitHub Action workflow
npx delimit-cli ci --strict --dry-run # Preview strict workflow
npx delimit-cli remember "Redis uses JWT 15min" # Save a persistent memory
npx delimit-cli recall redis # Search memories
npx delimit-cli recall # Show recent memories
npx delimit-cli recall --tag deploy --all # Filter by tag, show all
npx delimit-cli recall --export # Export as markdown
npx delimit-cli forget abc123 # Delete a memory by ID
npx delimit-cli models # Configure deliberation API keys (BYOK wizard)
npx delimit-cli models --status # Show current model config
npx delimit-cli status # Compact dashboard of your Delimit setup
npx delimit-cli doctor # Check setup health
npx delimit-cli uninstall --dry-run # Preview removal
npx delimit-cli wrap -- claude -p "..." # Gate any AI-assisted CLI + signed attestation
npx delimit-cli wrap --max-time 60 -- codex "..."# With kill switch + handoff on timeout
npx delimit-cli trust-page -o ./trust # Render attestations into a static trust page
npx delimit-cli ai-sbom -o ./ai-sbom.json # Build a CycloneDX-AI bill of materials
When installed into your AI coding assistant, Delimit provides tools across two tiers:
Delimit checks OpenAPI and JSON Schema changes using deterministic rules for the cases each surface supports. Examples include removed endpoints, newly required parameters, and changed response fields. Review the result alongside your contract; rule coverage differs between the CLI and GitHub Action.
npx delimit-cli init --preset strict # All violations are errors
npx delimit-cli init --preset default # Balanced (default)
npx delimit-cli init --preset relaxed # All violations are warnings
Or write custom rules in .delimit/policies.yml:
rules:
- id: freeze_v1
name: Freeze V1 API
change_types: [endpoint_removed, method_removed, field_removed]
severity: error
action: forbid
conditions:
path_pattern: "^/v1/.*"
message: "V1 API is frozen. Changes must be made in V2."
How does this compare to Obsidian Mind?
Obsidian Mind is a great Obsidian vault template for Claude Code users who want persistent memory via markdown files. Delimit takes a different approach: it keeps a shared record across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse. Your memory, ledger, and governance travel with you when you switch models. Delimit also adds API governance (breaking-change detection for OpenAPI specs), CI gates, git hooks, and policy enforcement that Obsidian Mind doesn't cover. Use Obsidian Mind if you're all-in on Claude + Obsidian. Use Delimit if you switch between models or need governance.
Does this work without Claude Code?
Yes. Delimit supports Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse. The remember/recall commands work standalone. The MCP server integrates with clients that support the Model Context Protocol.
Is this free?
Delimit lists Free, Pro, and Enterprise plans. Multi-model deliberation uses your configured model CLIs or API keys. See current plan details.
Delimit stores its ledger, records, and local attestations on your machine. Some setup and session paths make network requests by default:
gateway/ai/supabase_sync.py is not bundled with this package. Webhook notifications are sent only when DELIMIT_WEBHOOK_URL is configured.
MIT License
Keep the state. Change the model. Shared context and a multi-model panel across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse.
{ "mcpServers": { "delimit-cli": { "command": "npx", "args": [ "-y", "[email protected]" ] } }}เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Delimit Cli ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-11-13 Keep the state. Change the model. Shared context and a multi-model panel across Claude Code, Codex, Cursor, Antigravity, GitHub Copilot, and Muse.