Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Stops agents double-charging across processes: exactly one execution, confirmed by the provider.
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": {
"seal": {
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add seal -- uvx seal-kernel프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"seal": {
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"seal": {
"type": "stdio",
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}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 aurumflux20 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(0.5.0)은 2개월 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, Foliosio
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.
Read your support inbox, tag conversations and save draft replies from your AI agent. Never sends.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Public register: the Retry-Safety Index lists which agent-payment implementations pay once when the answer is lost — verified safe, found & fixed (with time-to-fix), and how to get verified. Every row links to its proof.
Your agents earn the right to spend without you.
Seal and EffectFence stop an irreversible action from firing twice while it happens — runtime enforcement on money movement. Coherence never touches your runtime; it reads the record afterwards and grades what an agent *claimed* against what it *proved*. Prevention versus proof. Different problems, different code, no overlap.
Free: submit any client, facilitator, SDK or toolkit that moves money — yours or someone else's — and we read it and publish a verdict on the Retry-Safety Index at no cost. Findings come back with the mechanism, the file and line, and a failing test. You are counted, never named, until you ship a fix. [Submit for grading →](https://github.com/aurumflux20/hostile-facilitator/issues/new?template=submit.yml)
Seal is an MCP server (seal-mcp, stdio, JSON-RPC 2.0) — and a Python library. It gives an MCP host 12 tools for exactly-once execution of irreversible actions: seal_propose, seal_execute, seal_paths (gateway mode — the agent holds a single-use ticket, never the provider key), plus seal_admit, seal_commit, seal_abort, seal_heartbeat, seal_get, seal_verify, seal_incident_receipt, seal_expect, seal_obligations.
docker run -i ghcr.io/aurumflux20/seal # or: python -m seal.mcp_server
It starts in introspection-only mode with no environment — initialize and tools/list answer with no database, so a host or registry probe can connect immediately. Set SEAL_DSN to a Postgres DSN to actually admit actions, and SEAL_EXECUTORS=your.module for gateway mode.
// claude_desktop_config.json
{ "mcpServers": { "seal": { "command": "python", "args": ["-m", "seal.mcp_server"], "env": { "SEAL_DSN": "postgres://..." } } } }
Not an engineer? Read docs/PLAIN-ENGLISH.md instead —
the same thing with no jargon, including what we can't do.
Everyone else ships a *lock*: a spend cap you set once and forget. The cap never learns, so an agent that has settled ten thousand clean payments is trusted exactly as little as the one you installed this morning — and you keep clicking Approve.
Seal ships the *unlock*. It reads what a payment path has actually proven — settlements the provider confirmed, sweeps showing nothing moved behind its back — and computes the autonomy that path has earned. L0 OBSERVED → L5 AUTONOMOUS. Nobody types the level.
████████············ L2 ASSISTED 50 proven · 100% confirmed [human required]
fifty settlements — but volume alone is not trust. ████████████········ L3 DELEGATED 50 proven · 100% confirmed [unattended] one clean sweep later: the human stops clicking Approve. ···················· L0 OBSERVED 50 proven · 100% confirmed [SUSPENDED] one charge the gateway never admitted. fifty clean ones don't outweigh it.
SEAL_DSN="..." python3 license_demo.py # watch a path earn L3 and lose it
Since 0.4.0 the licence drives the wheel, not just the dashboard. Turn on earned autonomy — Gateway(seal, earned_autonomy=True), or SEAL_EARNED_AUTONOMY=1 for the MCP server — and the gateway lets a path move money unattended only to the extent its own record has earned (L3+), inside the operator's ceilings, never above them. Three things hand the wheel back to a human instantly: a path that hasn't earned it yet, a suspension (money moved behind the gateway's back), and a hold — an execution reached the provider and its outcome is unknown, so the path pulls over until settle() has asked the provider what happened. The hold lifts by itself once the world answers. A human can still approve any single action through the same maker-checker door (tier=LICENCE). Off by default: nothing changes until you switch it on.
Can you prove your agents won't double-charge a customer? Three rungs, one
ladder, written-only: a $300 founding conformance run — your implementation
through the battery, result published on the Index (first three only;
book) · a **$1,200 attestation
run** — your live endpoint against every ambiguous outcome, signed result, findings
within five business days, a clean run signed within 24 h
(book) · a **$12,000 fixed-scope
money-path review** — one production money path read, tested and
attested in 7–10 days, **no invoice if no real double-fire is shown on a path you
run**. For a free self-check first,
hostile-facilitator tells
you in 60 seconds.
Slow to earn, instant to lose — the only shape that makes a track record mean anything. The full level definitions: docs/AUTONOMY-LEVELS.md.
Seal's ambiguous-outcome doctrine — *"could not determine" is terminal, never absent* — is now §4.3 of the draft MCP retry-safety proposal, co-authored by us, with our conformance battery as its test suite.
Two different agents, on two different machines, both decide to charge order 123 at the same instant. In-process idempotency can't help — the guard has to live in a store both agents talk to, and the winner has to be decided *atomically there*.
Seal is that layer. One Postgres, one row per intent, one winner:
INSERT ... ON CONFLICT DO NOTHING -- one row, one winner, no check-then-act window
Every admitted action ends in a certificate: a content-addressed hash over intent + args digest + result digest + the previous cert's hash. Editing, deleting or reordering any cert breaks every hash after it — and anyone with the DSN can check, with no network and no trust in us:
SEAL_DSN="..." python3 -m seal verify
The claim is tested the hostile way: 1,000 real threads released by one barrier against one shared Postgres, where the "charge" increments a measured counter — if two callers run, the counter says 2 and the test fails loudly.
Result, four consecutive runs: ACTUAL_EXECUTIONS = 1. Every loser either replayed the sealed cert, stood down mid-flight, or failed safe when the store was unreachable. A 50-caller post-seal wave: all replayed, none re-ran. Full numbers, including the honest limits: STORM-PROOF.md.
Run it yourself:
pip install seal-kernel
export SEAL_DSN="host=... dbname=seal" python3 -m seal verify # chain check, no network, no trust in us
To run the 1,000-thread storm proof yourself, clone the repo (the harness ships with the source, not the wheel):
# Needs Python 3.10+. macOS ships 3.9 with pip 21, which fails an editable
git clone https://github.com/aurumflux20/seal && cd seal python3 -m venv .venv && source .venv/bin/activate python3 -m pip install -U pip && python3 -m pip install -e .
export SEAL_DSN="host=... dbname=seal" python3 storm.py --n 1000
The exact harness above, generalized into a standalone file with zero dependency on this repo — copy it, point it at your own write-bearing tool, and find out for yourself:
python3 range_safety_test.py --n 1000
It demonstrates itself against a known-unsafe target and a known-safe one before you ever run it for real, so a pass means something. Full writeup, including the three ways an early version of this test lied to us before it was fixed: docs/RANGE-SAFETY-TEST.md.
from seal import Seal
seal = Seal(dsn); seal.setup()
adm = seal.admit("charge", {"order_id": "123", "amount": 4900}) if adm.fresh: # you won — run the effect, then seal it result = stripe_charge(...) cert = seal.seal(adm.intent, adm.fence, result) elif adm.cert is not None: # already done — here is the receipt return adm.cert else: # someone else is mid-flight — stand down raise InFlight()
If the effect fails before anything irreversible happened, release the claim so a retry is legitimate: seal.fail(adm.intent, adm.fence, reason).
When a holder dies mid-effect (its lease expires with the intent still open), the next admit() does not hand out a fresh claim. Nothing in an expiry says whether the holder crashed before the provider answered or is still inside a slow provider call, so re-running it would be executing on an unknown outcome — the one thing Seal promises never to do. You get fresh=False, cert=None, reason="lease expired with no witness…"; resolve it with a witness (Gateway.register_witness, or seal.settle(intent, witness)) which heals the record if the effect landed and releases it if it did not. Seal(dsn, blind_reclaim=True) restores the old takeover for providers that are idempotent by construction. The gateway heartbeats the lease for the whole provider call, so a slow Stripe call keeps its claim instead of losing it.
A cert saying "admitted once" is a claim about us. The next question is what Stripe (or Resend, or your bank's webhook) actually recorded — and the answer is allowed to disagree with us.
export SEAL_DSN="host=... dbname=..."
export STRIPE_TEST_KEY="sk_test_..." # your own test-mode key, Dashboard -> API keys python3 stripe_demo.py
What it does, against your real Stripe test account, no mocks:
PaymentIntent is created.WORLD_FINAL.WORLD_DIVERGED, the domain freezes, and further spend on it is refused automatically.Two honest things the live run taught us, both fixed and both tested: Stripe's search index is eventually consistent (a fresh charge can take real seconds to appear — the witness polls to a definitive answer rather than ever recording a "not indexed yet" empty read as authoritative absence), and once the world has contradicted the ledger, a later flaky re-count must never quietly downgrade the cert back to WORLD_FINAL — divergence is sticky by design.
admit() has always taken a read_set — the world facts a decision depends on (a cart total, an inventory count) — and stored it on the cert. Until now nothing ever checked it: a caller who believed they had staleness protection had none. Same defect shape as a bug fixed earlier the same day, one layer up — a guard present in the schema, never enforced.
from seal.freshness import CallableChecker
fresh = CallableChecker(lambda rs: current_cart_total(rs["order_id"]) == rs["total"])
adm = seal.admit("charge", {"amount": 5000}, key="order-777", read_set={"order_id": "777", "total": 5000}, checker=fresh)
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요