ai-agent-team

概述

AI Agent Team MCP 服务器实现了 Thread Manager 系统，为 AI 助手提供持久记忆和语义搜索功能。它采用分层记忆架构，通过向量检索替代时间搜索，使上下文准确率提升 30-50%。该服务器支持多种专业化 AI 角色（产品经理、前端、后端等），实现多线程任务管理，并提供完整的上下文恢复功能。它包含本地嵌入模型支持离线操作，并与 Git 集成实现自动版本控制。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• pm-start

  Create a new product manager thread with a task description

  试试:Create a product manager thread for designing an e-commerce shopping cart feature试试:Start a product manager thread to analyze user authentication requirements
• fe-start

  Create a new frontend development thread with a task description

  试试:Create a frontend thread to implement a user dashboard UI试试:Start a frontend development thread for the shopping cart interface
• be-start

  Create a new backend development thread with a task description

  试试:Create a backend thread for implementing user authentication API试试:Start a backend development thread for the shopping cart API
• qa-start

  Create a new QA testing thread with a task description

  试试:Create a QA thread for testing the payment processing functionality试试:Start a QA testing thread for the new user registration flow
• threads

  List all available threads with their details

  试试:Show me all my active threads试试:List all threads and their status
• thread-switchthread-switch <thread_id>

  Switch to a specific thread to resume its context

  试试:Switch to thread abc123 to resume the user authentication work试试:Change to thread xyz789 to continue the shopping cart development
• thread-info

  Show information about the current active thread

  试试:Show details of the current thread试试:Display information about this thread context
• changelog-generate

  Generate changelog from Git history

  试试:Generate a changelog for the entire project试试:Create a release with GitHub Release integration
• softcopyright

  Generate software copyright application materials

  试试:Generate softcopyright materials for this React project试试:Create software documentation for the Python application
• tidy-my-desktop

  Intelligently organize desktop files and directories

  试试:Help me organize my desktop files试试:Clean up the download directory by file type
• drawnote

  Create visual notes and diagrams from text content

  试试:Create a colorful handwritten note about AI development history试试:Generate a technical diagram using the tech innovation style

可对比工具

安装

# 步骤 1: 全局安装
npm install -g ai-agent-team

# 步骤 2: 初始化配置（全局或项目）
ai-agent-team init

# 步骤 3: 启用 Thread Manager MCP 服务器
claude mcp add thread-manager node "YOUR_PATH/.claude/skills/thread-manager/dist/index.js"

// 添加到 Claude Desktop 配置文件
{
  "mcpServers": {
    "thread-manager": {
      "command": "node",
      "args": ["/path/to/.claude/skills/thread-manager/dist/index.js"]
    }
  }
}

FAQ

为什么 /threads 命令不可用？

Thread Manager MCP 服务器未启用。使用 'claude mcp add thread-manager node <path>' 启用它，然后重启 Claude Code。

全局初始化和项目初始化有什么区别？

全局初始化 (~/.claude/) 在所有项目间共享数据，而项目初始化 (./.claude/) 仅将数据隔离在当前项目中。

ai-agent-team 对比