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Claude Octopus

作者 nyldn · nyldn/claude-octopus

Run up to 8 models in parallel on the same task; surface where they disagree — that's where your blindspot is.

Octopus is a multi-model orchestration skill: define a task, it dispatches to N model providers, then highlights consensus and disagreement. Useful for research, design review, and plan critique where one model can have a confident-but-wrong opinion.

为什么要用

核心特性

实时演示

实际使用效果

就绪

安装

选择你的客户端

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标,然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "claude-octopus": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "claude-octopus",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/nyldn/claude-octopus"
      ]
    }
  ]
}

Continue 使用服务器对象数组,而非映射。

~/.config/zed/settings.json
{
  "context_servers": {
    "claude-octopus": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/nyldn/claude-octopus"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add claude-octopus -- git clone https://github.com/nyldn/claude-octopus

一行命令搞定。用 claude mcp list 验证,claude mcp remove 卸载。

使用场景

实战用法: Claude Octopus

Multi-model design review

👤 Claude Code users ⏱ ~15 min intermediate

何时使用: You're about to commit to an architecture and want a second (and third, and fourth) opinion.

步骤
  1. Brief
    Provide the design doc + question.✓ 已复制
    → Octopus dispatches to N models
  2. Read disagreements
    Skim only where models disagree.✓ 已复制
    → Real risks surface
  3. Decide
    Resolve disagreements with a focused follow-up.✓ 已复制
    → Documented decision

结果: Decision made with explicit awareness of where models disagree.

组合

与其他 MCP 搭配,撬动十倍杠杆

claude-octopus + flow-next-skill

Use Octopus on the proposed plan, then flow-next executes the agreed-on version

Combine claude-octopus with flow-next-skill: Use Octopus on the proposed plan, then flow-next executes the agreed-on version✓ 已复制

工具

此 MCP 暴露的能力

工具输入参数何时调用成本
octopus-run (see docs) Dispatch to N model providers 1 call

成本与限制

运行它的成本

API 配额
Per-provider limits
每次调用 Token 数
N × normal
费用
Pay-per-call across providers
提示
Set the cost cap; use cheap models for the panel and one premium

安全

权限、密钥、影响范围

最小权限: multi-provider keys
凭据存储: API keys per provider in env
数据出站: Each configured provider
切勿授予: ship customer data through every provider blindly — review egress

故障排查

常见错误与修复

One provider 401s

Octopus continues with the rest; log shows which key

替代方案

Claude Octopus 对比其他方案

替代方案何时用它替代权衡
Single-model with self-critiqueCost-sensitiveMisses provider-specific blindspots

更多

资源

📖 阅读 GitHub 上的官方 README

🐙 查看未解决的 issue

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