Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"loki-mode": {
"command": "npx",
"args": [
"-y",
"loki-mode",
"mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add loki-mode -- npx -y loki-mode mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"loki-mode": {
"command": "npx",
"args": [
"-y",
"loki-mode",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"loki-mode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"loki-mode",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 asklokesh 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(10.9.1)은 34일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Detailing Manager
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your agent says done. Loki proves it: an autonomous coding agent that turns a task or issue into a verified pull request with a signed receipt you can check yourself.
Website | Quickstart | Install guide | User guide | CLI reference | Compare with opencode | Changelog
The npm badge above tracks the current release; see CHANGELOG.md for release notes.
CLI reference: docs/CLI-REFERENCE.md (generated from the command registry).
npm install -g loki-mode
The npm package installs the Bun runtime the engine needs as an optional dependency. Other ways in: bun install -g loki-mode, brew tap asklokesh/tap && brew install loki-mode, or docker pull asklokesh/loki-mode:latest (Docker guide). Upgrade with loki self-update.
Want to see a result before you install or spend anything?
npx loki-mode start # no git repo: a real receipt, no key, no spend
npx loki-mode tour # the same receipt when you are already inside a repo
npx downloads the package the first time, so that step needs the network. The receipt itself replays offline and checks with no provider and no key.
npx loki-mode wow # a provider is ready: one tiny real task in a temp repo, its own receipt
Loki needs a model. Claude Code (claude) is the default provider: install it and log in. The bundled Agent SDK with an ANTHROPIC_API_KEY can stand in for the CLI on the main path. Other coding CLIs are optional. See Requirements.
cd your-repo
loki setup # first-run wizard (or: loki doctor --fix) loki start "add rate limiting to /api/login" # the primary path: build, verify, seal a receipt, open a PR loki start prd.md # same, from a PRD file loki start owner/repo#123 # same, from a GitHub, GitLab or Jira issue loki "fix #123" # an issue of this checkout; a copied issue or PR URL works as is loki edit "rename fooBar to foo_bar" # one small change, no loop loki chat # interactive alternative: Plan and Build modes
loki start, loki " ", loki owner/repo#N and loki quick " " all run on the Loki 10 engine by default, whatever the flag order or input form. Add --no-pr to build and verify without opening a pull request, --max-cost to cap spend, and --provider to pick another coding CLI. The spend cap defaults to $100 when ANTHROPIC_API_KEY or OPENAI_API_KEY is set and to no dollar cap on a subscription login; budgets.per_run in loki.yaml also sets it. Inspect the route without running: loki route start prd.md or --explain-route. New here? The 5-minute quickstart walks through it.
Every run starts from a delivery contract derived from your task, writes checks from the task alone before touching code, implements, verifies, and ends in exactly one outcome: VERIFIED, ALREADY_SATISFIED, FAILED, BUDGET_STOP, BLOCKED or STALLED (exit codes). If the contract cannot be satisfied as written, the run stops and asks one question instead of guessing.
[PARTIAL] that leads with what is not proven; any other outcome keeps the branch local and prints where it is..loki/runs/ /receipt.json, signed with a local Ed25519 key created on first run.agents/types.json, scored by run.sh:FOCUS_KEYWORDS) by matching the changed files and diff against each reviewer's keywords.loki verify # newest run; or: loki verify <run-id>
loki verify re-hashes the receipt, checks its signature and checks it against the run's event log. It prints a verdict and exits 0 (VERIFIED), 1 (TAMPERED), 2 (UNCHECKED), 3 (UNSIGNED, refused unless --allow-unsigned), 4 (run outcome not verified) or 66 (no runs); [ $rc -eq 0 ] is the only safe test for "verified". It also checks that your checkout still matches the sealed code: a run that opened a PR returns you to your starting branch, so verify it from the run's branch (git fetch origin loki/ && git checkout --detach FETCH_HEAD), or it reads UNCHECKED and says so. loki start also requires fail-to-pass for a declared behavior change: a Wall test must fail on the old code and pass after, or the verdict stays PARTIAL (LOKI_MUTATION_STRICT=0 opts out). Full table: docs/exit-codes.md. On another machine, export the public key with loki keys export and pass it with loki verify --pubkey . A receipt claims only what its checks ran, and lists what they did not; signing proves who produced it, not that the code is bug-free. Details: docs/SIGNED-RECEIPTS.md.
For a multi-repo change set, loki start --workspace " " seals one signed composite.json over every child receipt, and loki verify /composite.json re-checks it offline (docs/WORKSPACES.md). A composite never reads higher than its weakest child.
Two vocabularies, not one. Receipt verdicts (sealed, 5): VERIFIED, PARTIAL, ALREADY_SATISFIED, SPEC_CONFLICT, FAILED. Run outcomes (printed, 8): VERIFIED, ALREADY_SATISFIED, PARTIAL, FAILED, BUDGET_STOP, BLOCKED, STALLED, CANCELLED. BUDGET_STOP, BLOCKED, STALLED and CANCELLED are run outcomes, never receipt verdicts.
| Run outcome | Receipt verdict | loki start exit |
|---|---|---|
| VERIFIED, ALREADY_SATISFIED | same | 0 |
| FAILED | same | 1 |
| PARTIAL | same | 6 |
| BUDGET_STOP | none (stopped at a cap) | 3 |
| BLOCKED | SPEC_CONFLICT | 4 |
| STALLED | none | 5 |
| CANCELLED | none | 130 |
Composite: every child VERIFIED or ALREADY_SATISFIED gives VERIFIED (all ALREADY_SATISFIED stays ALREADY_SATISFIED, any SPEC_CONFLICT child keeps SPEC_CONFLICT); one PARTIAL child caps it at PARTIAL; a FAILED child fails it. loki verify on a composite exits 0 VERIFIED, 1 TAMPERED, 2 UNCHECKED, 3 UNSIGNED.
Autonomy and deploy: .loki/policies.json autonomy: propose|execute|operate governs what loki start may do (propose opens nothing, execute opens a PR, operate also allows deploy); no file keeps today's behavior. loki trust prints advisory graduation advice from your receipts and never writes the policy. Loki deploys only behind loki deploy --execute (or loki start --deploy) plus a VERIFIED, HEAD-anchored receipt and the policy permission; --health-url and --auto-rollback add a post-deploy probe and a documented provider rollback. A Sentry alert webhook can enqueue a receipt-gated fix PR (docs/sentry-intake.md).
A finished run prints a short summary (every run on both engines also ends with a unified Result, Files, Cost, Elapsed, Receipt and next: block; --quiet prints only that block, --json adds a summary object):
Outcome: VERIFIED
PR: https://github.com/owner/repo/pull/1 Receipt: sha256:2f9a41c7e0b3... NOT PROVEN: full suite, app boot, security scan Cost: $0.42 (claude, 212k tokens) Time: 4m12s (intake 11s, plan 20s, implement 3m10s, verify 31s)
| Command | What it does | |||
|---|---|---|---|---|
loki start " " | The command you run: same provider model as a raw session, then the harness re-runs the checks and seals a receipt (--no-pr, --provider, --max-cost, --haiku to run implement and fix on Haiku, climbing to Sonnet on a failed check). loki " " and loki owner/repo#N are shorthand. No task and no git repo shows a receipt and spends nothing | |||
loki edit " " | One targeted change in one pass, no PR, plan or council (--verify, --receipt, --commit, --dry-run) | |||
loki quick " " | One small task with a verify loop, no PR | |||
loki chat | Interactive alternative: Plan and Build modes, slash commands, /run starts a loki start run, --attach joins one | |||
loki route start | Show the engine, provider, model and reason without running (also --explain-route) | |||
loki setup | First-run wizard: tools, Claude login, provider, model route, spend cap | |||
| `loki config list\ | get\ | set\ | path` | Read and write settings |
loki models [--local] | List model routes (OpenRouter, Ollama, LM Studio, llama.cpp, vLLM, custom); discover local models | |||
| `loki agents list\ | new\ | show\ | export --claude` | Custom child agents in .loki/agents/*.md |
loki status [run-id] | Status of the latest run, or of a given run | |||
loki verify [run-id] | Check a receipt's hash, signature and event log | |||
loki answer [run-id] " " | Answer a BLOCKED run; it continues under the same run id (also --text "...") | |||
loki doctor [--fix] [--json] | Check prerequisites, providers and login; --fix applies safe fixes | |||
loki control serve | Start the Control Plane (see below) | |||
loki dashboard | Open the Control Plane UI, starting it if needed | |||
loki tour | Show a sample receipt offline. loki start does this when you are not in a git repo and did not pass a task | |||
loki wow | Same live mini-task as a normal start, in a temp repo. Offline sample when no provider is ready | |||
loki factory " " | Same as loki start. The policy line is printed by start | |||
loki --help | Everything else; loki help for one command |
Core verbs: docs/CLI-CORE-VERBS.md. Every command (generated): docs/CLI-REFERENCE.md. Engine guide, provider table, model routes, custom agents and chat: docs/v10/GUIDE.md. Honest comparison with opencode: docs/COMPARE-OPENCODE.md.
Two providers are supported. Claude Code is the default Tier-1 provider (the claude CLI, or, with only ANTHROPIC_API_KEY, the Anthropic Agent SDK). --provider opencode (or LOKI_PROVIDER=opencode) runs opencode, which reaches any model, including OpenRouter: export OPENROUTER_API_KEY and pass --model openrouter/ / ; the Loki 10 engine enforces the wall-clock limit and a post-iteration guard scan there. codex, cline, aider and gemini were removed and exit 2 with a one-line migration message. To keep the Claude harness on OpenRouter or a local model, set LOKI_MODEL_ROUTE= / (kinds: openrouter, ollama, lmstudio, llamacpp, vllm, custom) before loki start; loki models --local finds local runtimes and prints ready-to-paste values.
LOKI_MODEL_ROUTE=ollama/qwen3-coder loki start prd.md
OPENROUTER_API_KEY=sk-or-... loki start --provider opencode --model openrouter/deepseek/deepseek-v3.2 prd.md
A local UI and API for all yo
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