Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Stops agents double-charging across processes: exactly one execution, confirmed by the provider.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"seal": {
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}在终端中运行这条命令
claude mcp add seal -- uvx seal-kernel粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"seal": {
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"seal": {
"type": "stdio",
"command": "uvx",
"args": [
"seal-kernel"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过 GitHub 账户 aurumflux20 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.5.0)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Tethered Trust
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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)
只显示了开头部分;其余内容请在仓库中阅读