Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.
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.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
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 New1Direction 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(0.1.0)은 5개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, First Sale Scout
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.
Playbooks and a 14-day checklist for founders winning their first paying customers.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Burn-after-reading secrets for AI agents.
ningen-shikkaku ships two small Rust binaries — `dazai` (the session-bound daemon) and `motokano` (a self-immolating one-shot MCP server).
Your MCP configs are full of plaintext API keys, and every agent you run can read all of them — and they keep working long after the agent is done. dazai inverts that: secrets live in locked, non-swappable RAM, are served to agents over MCP, and are destroyed after N reads — or the instant your session dies.
motokano --calls 1 --tool 'name=get_key,kind=static,value=s3cr3t' --arm
Point any MCP client at it and call get_key once → you receive s3cr3t → the server wipes the value out of locked memory and SIGKILLs itself. Call again → the process is gone.
# prebuilt binaries (macOS arm64/x86_64, Linux x86_64/arm64)
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/New1Direction/ningen-shikkaku/releases/latest/download/dazai-installer.sh | sh
brew install New1Direction/tap/dazai New1Direction/tap/motokano
git clone https://github.com/New1Direction/ningen-shikkaku cd ningen-shikkaku/rs cargo build --release # -> target/release/{dazai, motokano} cargo build --release --features seccomp # Linux: seccomp syscall allowlist
Prebuilt binaries are built with default features; the seccomp-confined daemon is a from-source build (it links libseccomp — install libseccomp-dev + pkg-config first).
# a one-shot secret an agent can read exactly once:
claude mcp add burn-once -- motokano --calls 1 --arm \ --tool 'name=get_key,kind=static,value=YOUR-SECRET'
dazai daemon --arm --grace 5 & claude mcp add dazai -- dazai mcp
Any MCP client works the same way — the transport is plain stdio.
The same daemon is a session kill-switch. Any MCP client registers its PID; when your shell/SSH session dies, your heartbeat stops, or a panic signal arrives, dazai SIGKILLs every registered process, overwrites its secrets with a wipe the compiler can't optimize away, and exits. Walk away: agents die, secrets burn.
dazai daemon --ping-timeout 15 # terminal A (dry-run by default; --arm makes it real)
dazai client --interval 5 # terminal B
It runs only on your own machine, on your own secrets and your own configured tools. It never touches another process, file, or host.
It ships in two layers:
mlock (no swap), madvise(MADV_DONTDUMP) + prctl(PR_SET_DUMPABLE, 0) (no core dumps / no ptrace), a seccomp syscall allowlist (no execve/open/connect/…), and a non-elidable explicit_bzero / memset_s wipe; andpython-reference.md).| Component | What it does |
|---|---|
dazai daemon | The watchdog: holds mlock'd secrets + a UNIX-socket heartbeat; wipes and self-destructs on session loss. seccomp-confined on Linux. |
dazai client | The heartbeat client — ties the daemon's life to a shell / SSH session. |
dazai mcp | An MCP server exposing the daemon as tools, so any agent can register its PID for session-bound protection (it gets SIGKILLed if your session dies). |
motokano | A standalone self-immolating MCP server: serve N tool calls, then wipe secret state and exit. |
| Python reference | secmem.py / deadman.py / heartbeat.py / shellrc.sh — the portable proof-of-concept. |
flowchart LR
A["MCP client / AI agent (stdio transport)"]
subgraph Daemon["dazai daemon (kikka Watchdog)"] D["dazai daemon mlock'd SecretBuffers (goodnight) seccomp-confined on Linux (kekkai)"] SOCK[("UNIX socket 0600 HELLO heartbeat + REGISTER / ARM / STATUS")] end
MCPD["dazai mcp (rei · rmcp server)"] HB["dazai client (heartbeat: HELLO / PING)"] MOTO["motokano (self-immolating MCP server) static values in SecretBuffer"] KILL{{"wipe (explicit_bzero / memset_s)
A -->|"register pid / status / panic"| MCPD A -->|"get_key (static, N reads)"| MOTO MCPD -->|"relay verbs + signals via pidfile"| SOCK HB -->|"holds liveness connection"| SOCK SOCK --- D MOTO -. "optional --dazai-socket: register + monitor" .-> SOCK D ==>|"on trigger: SIGKILL registered PIDs, then wipe + self-SIGKILL"| KILL MOTO ==>|"after N calls / EOF / daemon death: wipe + exit"| KILL HB -. "drop / ping-timeout / panic signal" .-> D
dazai daemon and motokano can feed Korg's tamper-evident ledger: --korg-sink PATH (or /dev/fd/N for a pre-opened descriptor) appends one Korg append-shape record per arm, session, read, wipe and kill step. Records carry only fixed-vocabulary fields and counters. Secret values, lengths, digests, tool names, arguments, paths and the environment are never recorded. Korg imports the file through its ningen-shikkaku.lifecycle@v2 envelope profile and assigns sequence numbers, hashes and signatures. See Korg lifecycle records.
daZai shrinks the *window* and the *surface* in which plaintext secrets are reachable, and makes session-end deterministically destroy them.
It protects against:
| Risk | How |
|---|---|
| Secrets paged to swap | mlock locks the buffers into RAM |
| Secrets captured in core dumps | madvise(MADV_DONTDUMP) + prctl(PR_SET_DUMPABLE, 0) (Linux) |
| Session loss leaving secrets resident | heartbeat drop / logout → wipe + SIGKILL |
| Secrets lingering in process memory after use | explicit_bzero / memset_s — a wipe the compiler may not elide |
| A confined process escaping | seccomp allowlist denies execve / open / connect / ptrace / … (Linux) |
| ptrace snooping the daemon | prctl(PR_SET_DUMPABLE, 0) (Linux) |
It does NOT protect against (and the project is deliberately honest about this):
motokano's kind=exec tools return a command's stdout, which is OS-buffered and not held in a locked buffer. Use kind=static (a pre-loaded, locked, wipeable value) when you need the wipe guarantee.bytes freely, so a secret may transiently live in unlocked heap before/after the locked buffer. The Rust implementation eliminates this for its own buffers (data is written into the locked mapping and never copied to a GC heap); the Python tier is a *reference*, not a hard guarantee./proc/ /mem, a debugger) reading memory before the wipe. mlock stops swap, not memory reads; seccomp + PR_SET_DUMPABLE raise the bar on Linux, but an adversary who already has privileged access to your running machine is out of scope.kill -9, power loss): the wipe path can't run, so nothing is zeroed. The mechanism is best-effort on these paths and never claims otherwise.In short: daZai is not, and cannot be, a guarantee against an attacker who already owns your running machine. It is a sharp tool for making secrets ephemeral and session-bound, with every limitation stated up front.
aarch64 (locally) and x86_64 (CI) — where the daemon installs the live filter and the full integration suite runs against it with no SIGSYS.--features seccomp), clippy -D warnings, and rustfmt --check on x86_64 Linux as a permanent regression gate.Deep technical docs (per-crate design, the seccomp allowlist, the adversarial-review history) live in rs/README.md; the Python proof-of-concept is in python-reference.md.
Named for the novelist Osamu Dazai, whose work circles themes of disappearance and self-erasure — fitting for software whose defining act is to wipe itself out the moment it is no longer being watched over. The repository takes its name from his novel *No Longer Human* (人間失格, *Ningen Shikkaku*). It's flavor, not a manifesto; the software just self-destructs on cue.
MIT © 2026 New1Direction.