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Tetrad

作者:SamoraDC版本 0.1.12i★ –i在你的电脑上运行
注册名称io.github.SamoraDC/tetrad

安装

概览

作者提供的说明(英文原文)

Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • npm已安装 Node.js(用于 npx 命令)

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": {
    "tetrad": {
      "command": "npx",
      "args": [
        "-y",
        "@samoradc/tetrad"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add tetrad -- npx -y @samoradc/tetrad

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "tetrad": {
      "command": "npx",
      "args": [
        "-y",
        "@samoradc/tetrad"
      ]
    }
  }
}

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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "tetrad": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@samoradc/tetrad"
      ]
    }
  }
}

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。

它能做什么

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。

基础检查i

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7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 SamoraDC 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    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“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32684 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32684 个服务器的 2% 更新
  • 基础检查结果等于或优于此分类中其他 32684 个服务器的 100%

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。

常见问题

Tetrad 安全吗?

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。

它需要哪些密钥或代码?

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。

它在我的电脑上运行还是在云端?

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)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.1.12)于9个月前进入注册中心。

哪些应用可以使用它?

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 Node.js。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Master CSS

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ 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

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

Master CSS

作者:master-co

Inspect Master CSS classes, generated CSS, and project stylesheets from your AI client.

在你的电脑上运行今天更新
安装

作者的 README

打开 README

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。

Tetrad

Quadruple Consensus MCP Server for Claude Code

Tetrad is a high-performance MCP (Model Context Protocol) server written in Rust that orchestrates three AI-powered CLI code evaluation tools (Codex, Gemini CLI, Qwen) to validate all code produced by Claude Code.

The system implements a quadruple consensus protocol where no code or plan is accepted without approval from four intelligences: the three external evaluators + Claude Code itself.

Features

  • Quadruple Consensus: 4 AI models must agree to approve code
  • ReasoningBank: Continuous learning system with RETRIEVE→JUDGE→DISTILL→CONSOLIDATE cycle
  • High Performance: Written in Rust with parallel execution via Tokio
  • MCP Server: JSON-RPC 2.0 server over stdio for Claude Code integration
  • Full CLI: Intuitive commands (init, serve, status, doctor, config, etc.)
  • LRU Cache: Result caching with configurable TTL
  • Hook System: Pre/post evaluation callbacks for customization
  • Extensible: Plugin system for custom executors
  • Cross-session: SQLite persistence for patterns and history

Quick Start

1. Install Tetrad
# Via npm (recommended - works seamlessly with Claude Code)

npm install -g @samoradc/tetrad

Or via cargo (requires additional setup)

cargo install tetrad sudo cp ~/.cargo/bin/tetrad /usr/local/bin/

1.1 Initialize in Your Project (Optional)
npx @samoradc/tetrad init

This will:

  • Create tetrad.toml configuration file
  • Create .tetrad/ directory for the database
  • Add .tetrad/ to your .gitignore
2. Install and Configure External CLI Tools

Tetrad requires at least one of the following AI CLI tools. Good news: you don't need separate API keys if you have existing subscriptions!

Codex CLI (OpenAI)
npm install -g @openai/codex

Authentication options:

MethodRequirementsAPI Key Needed?
ChatGPT LoginChatGPT Plus, Pro, Business, Edu, or Enterprise subscriptionNo
API KeyOpenAI API account with creditsYes
# Option 1: Login with your ChatGPT subscription (recommended)

codex login

Opens browser for OAuth - follow the prompts

Option 2: Use API key

export OPENAI_API_KEY="your-openai-key"

Note: For headless/remote servers, use codex login --device-auth and follow the device code flow.

📖 Codex CLI Authentication Docs


Gemini CLI (Google)
npm install -g @google/gemini-cli

Authentication options:

MethodRequirementsAPI Key Needed?Free Tier
Google LoginPersonal Google accountNo60 req/min, 1,000 req/day
API KeyGoogle AI Studio accountYesSame limits
# Option 1: Login with Google account (recommended)

gemini auth login

Opens browser for OAuth - follow the prompts

Option 2: Use API key from Google AI Studio

export GEMINI_API_KEY="your-gemini-key"

Free Tier: With a personal Google account, you get access to Gemini 2.5 Pro with 1M token context window at no cost!

📖 Gemini CLI Authentication Docs


Qwen CLI (Alibaba)
npm install -g qwen-code

Authentication options:

MethodRequirementsAPI Key Needed?Free Tier
DashScope APIAlibaba Cloud accountYes2,000 req/day
Coding PlanQwen Coding subscriptionYes (different format)Included
# Get your API key from DashScope console

export DASHSCOPE_API_KEY="your-dashscope-key"

For international users (outside China)

export OPENAI_BASE_URL="https://dashscope-intl.aliyuncs.com/compatible-mode/v1"

Regional Endpoints:

- Singapore: dashscope-intl.aliyuncs.com

- Virginia: dashscope-us.aliyuncs.com

- Beijing: dashscope.aliyuncs.com

📖 Qwen API Docs

3. Verify Installation
# Check Tetrad version

tetrad version

Check CLI availability

tetrad status

Diagnose any issues

tetrad doctor

4. Add to Claude Code CLI
# Add Tetrad as MCP server (all projects)

claude mcp add --scope user tetrad -- npx @samoradc/tetrad serve

Verify it's configured

claude mcp list

Alternative installation methods

# Current project only

claude mcp add tetrad -- npx @samoradc/tetrad serve

If installed via cargo

claude mcp add --scope user tetrad -- tetrad serve

Note: Tetrad is published on the MCP Registry for discoverability and documentation.

5. Alternative: Manual Configuration

Create or edit .mcp.json in your project root:

{

"mcpServers": { "tetrad": { "type": "stdio", "command": "npx", "args": ["@samoradc/tetrad", "serve"], "env": { "OPENAI_API_KEY": "${OPENAI_API_KEY}", "GOOGLE_API_KEY": "${GOOGLE_API_KEY}", "DASHSCOPE_API_KEY": "${DASHSCOPE_API_KEY}" } } } }

Or for global user configuration in ~/.claude.json (mcpServers section):

{

"mcpServers": { "tetrad": { "type": "stdio", "command": "npx", "args": ["@samoradc/tetrad", "serve"] } } }

How It Works

When you ask Claude Code to write code, Tetrad automatically validates it:

You: "Create a function in Rust that calculates the average of a vector"

Claude Code:

  1. Writes the code
  2. Calls tetrad_review_code automatically
  3. Tetrad sends to Codex, Gemini and Qwen for evaluation
  4. Returns consolidated consensus from all 3 evaluators

Tetrad Response: ┌─────────────────────────────────────────────┐ │ DECISION: PASS ✓ │ │ Score: 92/100 │ │ Consensus: Yes (3/3 approved) │ │ │ │ Votes: │ │ • Codex: Pass (95) │ │ • Gemini: Pass (90) │ │ • Qwen: Pass (92) │ │ │ │ Suggestions: │ │ - Consider handling empty vector case │ └─────────────────────────────────────────────┘

Claude Code: Saves the approved code

When Issues Are Found:
Tetrad Response:

┌─────────────────────────────────────────────┐ │ DECISION: BLOCK ✗ │ │ Score: 26/100 │ │ Consensus: Yes (3/3 rejected) │ │ │ │ Votes: │ │ • Codex: Fail (30) - division by zero │ │ • Gemini: Fail (25) - no error handling │ │ • Qwen: Fail (25) - unsafe operation │ │ │ │ Issues: │ │ - Division by zero not handled │ │ - Missing input validation │ │ - No Result/Option return type │ └─────────────────────────────────────────────┘

Claude Code: Fixes the code and resubmits

CLI Commands

tetrad - Quadruple Consensus CLI for Claude Code

COMMANDS: init Initialize configuration in current directory serve Start the MCP server (used by Claude Code) status Show CLI status (codex, gemini, qwen) config Configure options interactively doctor Diagnose configuration issues version Show version evaluate Evaluate code manually (without MCP) history Show evaluation history from ReasoningBank export Export patterns from ReasoningBank import Import patterns into ReasoningBank

OPTIONS: -c, --config Configuration file (default: tetrad.toml) -v, --verbose Verbose mode -q, --quiet Quiet mode -h, --help Show help

MCP Tools

When running as MCP server, Tetrad exposes 6 tools:

ToolDescription
tetrad_review_planReview implementation plans before coding
tetrad_review_codeReview code before saving
tetrad_review_testsReview tests before finalizing
tetrad_confirmConfirm agreement with received feedback
tetrad_final_checkFinal verification before commit
tetrad_statusCheck health of evaluators
Workflow Example
1. Claude Code generates plan → tetrad_review_plan → Feedback
  1. Claude Code implements → tetrad_review_code → Feedback
  2. Claude Code adjusts → tetrad_confirm → Confirmation
  3. Claude Code finalizes → tetrad_final_check → Certificate

Architecture

Claude Code → MCP Protocol (stdio) → Tetrad Server (Rust)

│ ┌─────────────────────┼─────────────────────┐ ▼ ▼ ▼ Codex CLI Gemini CLI Qwen CLI (syntax) (architecture) (logic) │ │ │ └─────────────────────┼─────────────────────┘ ▼ Consensus Engine │ ┌─────────────┴─────────────┐ ▼ ▼ LRU Cache ReasoningBank (results) (SQLite) RETRIEVE→JUDGE→DISTILL→CONSOLIDATE

Executor Specializations
ExecutorCLISpecialization
Codexcodex exec --jsonSyntax and code conventions
Geminigemini -o jsonArchitecture and design
QwenqwenLogic bugs and correctness
Consensus Rules
RuleRequirementUse Case
GoldenUnanimity (3/3)Critical code, security
Strong3/3 or 2/3 with high confidenceDefault
WeakSimple majority (2/3)Rapid prototyping

ReasoningBank

The ReasoningBank is a continuous learning system that stores and consolidates code patterns:

Learning Cycle
RETRIEVE → JUDGE → DISTILL → CONSOLIDATE

│ │ │ │ │ │ │ └─ Merge similar patterns │ │ └─ Extract new patterns │ └─ Evaluate code with context └─ Search for relevant patterns

Pattern Types
  • AntiPattern: Patte

只显示了开头部分;其余内容请在仓库中阅读

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