Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account New1Direction, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 5 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Tethered Trust
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.