Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.
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": {
"haltproof": {
"command": "uvx",
"args": [
"haltproof-cli",
"haltproof",
"mcp-server"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add haltproof -- uvx haltproof-cli haltproof mcp-server프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"haltproof": {
"command": "uvx",
"args": [
"haltproof-cli",
"haltproof",
"mcp-server"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"haltproof": {
"type": "stdio",
"command": "uvx",
"args": [
"haltproof-cli",
"haltproof",
"mcp-server"
]
}
}
}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 RudrenduPaul 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(0.1.3)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Claude Checkpoint MCP
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.
MCP server that checkpoints Claude Code session context to survive crashes and token limits
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Emergency-shutdown orchestration for Slurm, Kubernetes, and IPMI clusters, with an Ed25519-signed, hash-chained attestation record of exactly what ran.
Signed, dry-run-by-default shutdown orchestration for Slurm, Kubernetes, and IPMI clusters, with a tamper-evident audit trail.
HaltProof is an emergency-shutdown orchestration and cryptographic audit-proof layer for compute clusters. It does not implement a new low-level shutdown mechanism. It coordinates cluster primitives you already trust (Slurm, Kubernetes, IPMI/BMC) and produces a signed, tamper-evident record of exactly what was targeted, what ran, and who authorized it.
pip install haltproof-cli
(Full install options, including the npm wrapper, are in Install below.)
Operators already have the tools to drain a Slurm partition, cordon a Kubernetes node pool, or power-fence a physical host over IPMI. What's usually missing is:
HaltProof is that layer. It calls out to scontrol, kubectl, and ipmitool (or mcp-invokable equivalents) and wraps every invocation in an Ed25519-signed, hash-chained attestation.
pip install haltproof-cli
An npm wrapper is also published for Node.js-based tooling and agent runtimes:
npm install -g haltproof-cli
[!WARNING]
The npm package requires the Python
haltproof-clipackage to already be
installed and on
PATH. It is a thinexecFileSyncwrapper, not a
reimplementation. If it can't find the Python CLI, it prints an actionable
error and exits non-zero rather than silently doing something else.
haltproof halt prints exactly which commands it would run, against which nodes, and still writes a signed attestation of that plan, unless you pass --confirm. The gate lives at a single chokepoint (haltproof.backends.runner.run_step) that all three backends route through, so it can't be quietly bypassed by one backend's code path.kubernetes (via kubectl), slurm (via scontrol), and ipmi (via ipmitool) each implement the same four-operation ClusterBackend interface: drain, isolate_network, power_fence, status. A backend that doesn't support an operation, for example Kubernetes has no physical power-fencing primitive, returns a SKIPPED result with an explanation instead of raising, so a halt across a mixed environment still produces one complete attestation.prev_hash, the content hash of the record before it, so haltproof verify --chain can catch a deleted or reordered entry that a single record's own signature check would miss.--json (or --format json) is available on halt, verify, status, and keygen, so a script or an agent can parse the result without screen-scraping human-formatted text.haltproof mcp-server exposes halt, verify, verify_chain, status, and keygen as MCP tools over stdio, built on the official mcp Python SDK. It calls the same haltproof.core functions the CLI calls, so an agent invoking the MCP tool gets the identical dry-run-by-default behavior a human gets from the CLI.pytest -v --cov=haltproof --cov-report=term-missing. Backend tests mock subprocess calls; none of them require a real cluster.[!IMPORTANT]
haltproof haltis a no-op without--confirm. It prints the plan and
writes a signed dry-run attestation, but nothing destructive runs until
you pass
--confirmexplicitly.
# Generate a signing key for attestations (do this once).
haltproof keygen --output ~/.config/haltproof/ed25519_key
haltproof status
haltproof halt gpu-pod-a --nodes node-1,node-2
haltproof halt gpu-pod-a --nodes node-1,node-2 --confirm
haltproof verify 1
haltproof verify --chain --attestation-log ~/.local/share/haltproof/attestations.jsonl
Every command also supports --json for agent-parseable output:
haltproof status --json
haltproof halt gpu-pod-a --nodes node-1 --json
Target groups, the preferred backend, and default paths can live in a haltproof.toml file (checked in the current directory, then ~/.config/haltproof/config.toml, or at a path given by --config / HALTPROOF_CONFIG):
backend = "kubernetes"
operator_id = "ops-team" attestation_log_path = "/var/log/haltproof/attestations.jsonl"
[groups] gpu-pod-a = ["node-1", "node-2", "node-3"]
[kubernetes] namespace = "training"
[ipmi] user = "admin"
Every config value has a matching CLI flag, and an explicit flag always wins over the config file.
Reference below is regenerated from the CLI's actual --help output.
haltproof halt TARGET_GROUPDrain, isolate, and power-fence TARGET_GROUP. Dry-run is the default; nothing destructive runs without --confirm.
Options:
--nodes TEXT Comma-separated explicit node list, overrides config group lookup. --backend TEXT Backend to use: kubernetes, slurm, or ipmi. --confirm Actually execute the halt. Without this, dry-run only. --reason TEXT Reason recorded for drain operations. --operator-id TEXT Operator identity to record. Defaults to OS user. --config TEXT Path to a haltproof.toml config file. --attestation-log TEXT Path to the attestation log file. --attestation-key TEXT Path to the Ed25519 private key used to sign the attestation. --no-sign Skip signing (not recommended); still logs the record unsigned. --remote-collector TEXT Optional URL to POST the signed attestation to. --format [human|json] Output format. --json Shorthand for --format=json.
haltproof verify [ATTESTATION_REF]Verify one attestation record's signature, or an entire log's hash chain. ATTESTATION_REF is a path to a record file, or an attestation id / sequence number to look up in the log. Pass --chain instead of ATTESTATION_REF to verify a whole --attestation-log: every record's signature holds, and none has been deleted or reordered.
| Flag | Description | |
|---|---|---|
--attestation-log TEXT | Log to search when ATTESTATION_REF is an id/sequence number, or to verify with --chain. | |
--trusted-key TEXT | Path to a trusted Ed25519 public key; if given, the record's signing key must match it. | |
--chain | Verify the full hash chain of --attestation-log instead of a single record. | |
| `--format [human\ | json]` | Output format. |
--json | Shorthand for --format=json. |
haltproof statusShow backend auto-detection results and, optionally, target-group health.
| Flag | Description | |
|---|---|---|
--backend TEXT | Backend to check status for; defaults to the auto-detected/configured backend. | |
--nodes TEXT | Comma-separated node list to report health for. | |
--group TEXT | Named target group (from config) to report health for. | |
--config TEXT | Path to a haltproof.toml config file. | |
| `--format [human\ | json]` | Output format. |
--json | Shorthand for --format=json. |
haltproof keygenGenerate an Ed25519 keypair for attestation signing. The private key is written with 0600 permissions and is never printed or logged.
Options:
--output TEXT Path to write the private key to. --force Overwrite an existing key at the output path. --format [human|json] Output format. --json Shorthand for --format=json.
haltproof mcp-serverStarts the HaltProof MCP server on stdio, exposing halt, verify, verify_chain, status, and keygen as MCP tools. No flags beyond --help.
Every subcommand also accepts --help directly for the same reference shown above.
HaltProof has three layers:
haltproof.cli) and the MCP server (haltproof.mcp_server). Both are thin wrappers over the same core functions in haltproof.core, so a human running the CLI and an agent calling the MCP tool get identical behavior, including the dry-run-by-default gate on halt.ClusterBackend abstract interface (haltproof.backends.base) with four operations: ClusterBackend
├── drain(nodes, dry_run, reason) -> stop new work being scheduled ├── isolate_network(nodes, dry_run) -> cut nodes off from the workload network ├── power_fence(nodes, dry_run) -> hard power off └── status(nodes) -> current reachability/state
Three backends implement it today:
| Backend | drain | isolate_network | power_fence | Underlying tool |
|---|---|---|---|---|
kubernetes | cordon + drain | deny-all NetworkPolicy | not supported (use ipmi) | kubectl |
slurm | scontrol update state=drain | state=power_down (SuspendProgram hook) | not supported (use ipmi) | scontrol |
ipmi | not supported (use slurm/kubernetes) | not supported | ipmitool chassis power off | ipmitool |
A backend that doesn't support a given operation returns a SKIPPED result with an explanation instead of raising, so a halt sequence against a mixed environment still produces one complete, honest attestation record. Adding support for a new scheduler or fencing tool means adding one backend module and registering it in haltproof.backends.detect, not touching the orchestration or attestation layers.
Backend selection order: an explicit --backend flag, then the config file's `b
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요