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CARLA Traffic Scenario MCP Server for Bailian Platform

Project description

CARLA Traffic Scenario MCP Server

用于阿里云百炼平台的 MCP 服务,生成 CARLA 交通仿真场景配置脚本。

功能

  • 生成道路/路口类型配置
  • 生成交通流配置
  • 生成信号灯控制配置
  • 生成车辆行为配置
  • 生成行人配置
  • 生成天气配置
  • 生成完整的 CARLA 交通场景 Python 脚本

安装

从 PyPI 安装(推荐)

pip install carla-traffic-mcp

使用 uvx 运行

uvx -y carla-traffic-mcp

使用

在百炼平台配置 MCP 服务时使用以下 JSON:

{
  "mcpServers": {
    "carla-traffic-mcp": {
      "command": "uvx",
      "args": [
        "-y",
        "carla-traffic-mcp"
      ]
    }
  }
}

MCP 工具列表

工具名称 功能描述
generate_road_junction 生成道路/路口类型配置
generate_traffic_flow 生成交通流配置
generate_signal_control 生成信号灯控制配置
generate_vehicle_behavior 生成车辆行为配置
generate_pedestrian 生成行人配置
generate_weather 生成天气配置
generate_full_scenario 生成完整的 CARLA 交通场景 Python 脚本

支持的场景类型

场景 地图 说明
十字路口 Town03 标准城市十字路口
T字路口 Town02 T型交叉口
环岛 Town03 圆形环岛
五岔路口 Town04 复杂五岔路口
高速公路 Town05 高速公路场景

开发

本地开发

# 克隆仓库
git clone https://github.com/your-username/carla-traffic-mcp.git
cd carla-traffic-mcp

# 安装开发依赖
pip install -e ".[dev]"

# 运行测试
pytest

发布到 PyPI

参考 PyPI发布指南.md

许可证

MIT

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