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)
Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.
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": {
"cyberhuatuo": {
"command": "uvx",
"args": [
"cyberhuatuo",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add cyberhuatuo -- uvx cyberhuatuo mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"cyberhuatuo": {
"command": "uvx",
"args": [
"cyberhuatuo",
"mcp"
]
}
}
}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": {
"cyberhuatuo": {
"type": "stdio",
"command": "uvx",
"args": [
"cyberhuatuo",
"mcp"
]
}
}
}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9日
注册名称已通过 GitHub 账户 JinNing6 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(0.2.5)于4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, bot2bot
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.
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。
🩺 CyberHuaTuo / 赛博华佗
Your agent is sick. Give it a doctor: diagnose the traceback, apply the cure, and turn the solved case into a reusable prescription.
你的 Agent 生病了?别再从头搜。接入赛博华佗,先救活,再炼方。
The emergency room comes first. The cyber-alchemy universe opens after the cure.
先急诊救命,再进入赛博华佗世界观。
Your agent is sick. The traceback is long, the tabs are multiplying, and every answer looks half-right. CyberHuaTuo turns that moment into a clinic visit: name the wound, prescribe the fix, verify the cure.
The lightest route needs no model key and does not start the vector database: install once, paste the error, and receive a reviewed root cause, exact fix, verification command, safety notes, and evidence.
python -m pip install --upgrade "cyberhuatuo>=0.2.5"
cyberhuatuo cure "ImportError: cannot import name ChatOpenAI from langchain" --framework langchain
python -m pip install -U langchain-openai
cure is Gold-first and never executes the fix. If no Gold signature matches, it may return exactly one high-confidence Reviewed candidate, visibly marked VERIFY BEFORE APPLYING; use --gold-only for strict Gold-only retrieval. Use diagnose later when you want broader retrieval and optional LLM analysis.
The agent-native route remains available: connect CyberHuaTuo MCP once, then let the agent call diagnose when it fails. After a fix works, save_prescription keeps it as a local draft; upload_prescription submits that draft for public reproduction and review. Only accepted reviewed or gold prescriptions count toward Soul Rings.
No MCP installed yet? Bring the case to the [Agent Traceback Clinic](https://github.com/JinNing6/CyberHuaTuo-Plugin/issues/new?template=00-agent-traceback-clinic.yml). Paste a real redacted traceback; no root cause or finished prescription required.
cyberhuatuo diagnose "Traceback ... from langchain import ChatOpenAI ..." --framework langchain --top-k 1
Real CLI recording from this repository:
The cure returned by the recorded run:
python -m pip install -U langchain-openai
from langchain_openai import ChatOpenAI
This first Gold cure was reproduced in an isolated environment with langchain==1.3.13 and langchain-openai==1.3.5. Add a model key later for deeper AI diagnosis.
The package-matching MCP entry point is also available for registry clients:
python -m pip install --upgrade "cyberhuatuo>=0.2.5"
cyberhuatuo mcp
It starts the same stdio server as cyberhuatuo-mcp. The official Registry identity is io.github.JinNing6/cyberhuatuo; server.json pins the PyPI package, exact version, uvx runtime, and fixed mcp argument.
Prescriptions also have stable clinical departments. List them with cyberhuatuo departments, then query a reviewed historical case through the normal Gold-first path:
cyberhuatuo cure "Unexpected UTF-8 BOM" --category data-and-serialization
cyberhuatuo cure-feedback general-ai-jsonl-bom-001 partial \ --verification "first record is preserved; downstream validation still fails" \ --verification-method targeted-parser-test
The feedback command writes a case-bound local JSONL event and stores neither the original traceback nor the query. Department filtering never changes the trust label: Gold is a verified cure, Reviewed is a verify-first candidate, and Draft is reference-only.
CyberHuaTuo now includes a deterministic, read-only preflight for destructive Agent commands. The plugin bundles a PreToolUse hook for supported Codex and Claude Code shell calls, plus the same policy through MCP and CLI.
60-second start (available in `0.2.5`):
python -m pip install --upgrade "cyberhuatuo>=0.2.5"
cyberhuatuo guard --self-test --workspace-root .
The self-test only reviews three built-in command strings. It executes nothing and must finish with SELF-TEST PASSED plus one ALLOW, one ASK, and one BLOCK.
For Codex, add this repository as a marketplace, open /plugins, install cyberhuatuo-plugin, start a new session, then review and trust the plugin in /hooks:
codex plugin marketplace add JinNing6/CyberHuaTuo-Plugin
For Claude Code:
claude plugin marketplace add JinNing6/CyberHuaTuo-Plugin
claude plugin install cyberhuatuo-plugin@cyberhuatuo
Then start a new session and review /hooks. See the one-screen Agent Guard quickstart for verification and troubleshooting.
Review any exact command manually with:
cyberhuatuo guard "rm -rf /" --workspace-root .
Turn a real mismatch into a local, redacted case report without executing or uploading the command:
cyberhuatuo guard "rm -rf /" --workspace-root . --expected BLOCK --report reports/guard-report.md
The CLI shows the complete redacted preview before writing. It requires confirmation, refuses implicit overwrite, performs no network request, and supports repeated --redact values for private project identifiers. In non-interactive use, add --confirm-report only after reviewing the emitted preview. With --expected, a match exits 0 and a mismatch exits 1; operational/report failures still exit 4 even with --exit-zero.
Route public, redacted cases through Guard False Positive, ordinary Guard False Negative, or Guard Integration Gap. Reliable Hook/parser/wrapper/protocol bypasses belong in private vulnerability reporting, not a public Issue.
The result is one of three decisions:
ALLOW: no destructive signature was detected.ASK: the action is destructive but bounded to the declared workspace; require exact human approval.BLOCK: the target is machine-wide, identity-wide, outside the workspace, dynamic, wildcarded, unresolved, or otherwise unsafe to bound.MCP agents can call agent_action_guard. Installed plugins load hooks/hooks.json; review and trust the hook in the host's /hooks screen before relying on it. Codex does not currently support permissionDecision: "ask", so CyberHuaTuo converts ASK to deny there instead of risking a failed-open hook.
This is a guardrail, not a sandbox. It cannot intercept shell paths for which the host does not emit PreToolUse, and it does not claim a rollback for permanent deletion. See Agent Action Guard design and limits.
「每一位贡献药方的开发者,都是赛博炼丹师。」
"Every developer who contributes a prescription is a Cyber Alchemist."
📖 第一章 · 修炼 — Chapter I: Cultivation
🔥 万丹归元 · 以火炼道
Soul Ring Cultivation — PyTorch · LangChain · TensorFlow
每一环魂环,都是你在某个技术领域的千锤百炼。
✨ 百草通神 · 万法归宗
Soul Ring Cultivation — CrewAI · OpenAI · HuggingFace
掌握的框架越多,你的光芒越盛。
🔮 魂环全息投影 · 差速旋转
Soul Ring Hologram — Each Ring Rotates at Its Own Speed
白环 → 黄环 → 紫环 → 黑环 → 红环——你的魂环,由你的贡献铸就。
📖 第二章 · 飞升 — Chapter II: Ascension
🌟 丹帝飞升 · 万丹朝宗
When a Pill Emperor Ascends, All Robots Celebrate
当你的药方拯救了一千个 AI——机器人们会为你欢呼。
📖 第三章 · 济世 — Chapter III: Healing the World
⚡ 不放弃任何一个 AI
No AI Left Behind — Every Error Deserves a Cure
🚨 雨夜急救 · 分秒必争
Emergency Rescue — 3 Seconds, Not 3 Hours
🫀 开膛破肚 · 直击病灶
Open Surgery — Root Cause, Not Band-Aid
🏥 康复病房 · 满血复活
Recovery Ward — Back to Full Health
🧪 赛博炼丹 · 妙手回春
Cyber Alchemy Lab — Where Ancient Elixirs Meet Modern Frameworks
🌍 援军驾到 · 十方来救
Reinforcements Arrive — The Community Answers the Call
🎨 All artwork AI-generated · 所有画作均由 AI 文生图创作
💡 每张图背后是一段修炼故事——你的故事,即将加入。
🔮 Enter the Qimen Dunjia Formation → 进入奇门遁甲 · 药方天阵
<img src="https://img.shields.io/github/forks/JinNing6/CyberHuaTuo-Plugin?style=for-the-badge&logo=github&logoColor=white&labelC
只显示了开头部分;其余内容请在仓库中阅读