Percepta MCP Server

An AI-driven platform for frontend semantic cognition and automation.

基于模型上下文协议（MCP）的强大工具集合，提供浏览器自动化、AI分析、视觉处理、网页爬虫、自动化测试生成和DevTools分析等功能。

# 克隆项目 git clone <repository-url> cd percepta-mcp # 安装依赖 (推荐使用 uv) uv venv uv sync # 配置环境变量 cp .env.example .env # 编辑 .env 文件，添加您的 API 密钥 # 安装浏览器驱动 uv run playwright install chromium # 启动服务 uv run python -m src.percepta_mcp.server

# 配置环境变量 cp .env.example .env # 编辑 .env 文件 # 构建并启动 docker-compose up -d # 查看状态 docker-compose ps curl http://localhost:8000/health

{ "mcpServers": { "percepta-mcp": { "command": "uv", "args": ["run", "python", "-m", "src.percepta_mcp.server"], "cwd": "/path/to/percepta-mcp" } } }

{ "mcpServers": { "percepta-mcp": { "command": "docker", "args": ["exec", "percepta-mcp", "uv", "run", "python", "-m", "src.percepta_mcp.server"] } } }

{ "mcp.servers": { "percepta-mcp": { "command": "uv", "args": ["run", "python", "-m", "src.percepta_mcp.server"], "cwd": "${workspaceFolder}" } } }

- 浏览器自动化: 页面导航、元素交互、截图、表单操作
- AI 智能分析: 支持 OpenAI、Anthropic、Google、Ollama
- 视觉处理: 图像分析、OCR、对象检测
- 网页爬虫: 智能数据提取、结构化爬取
- 自动化测试: AI 驱动的测试用例生成和执行
- DevTools 分析: 性能监控、异常检测

percepta-mcp/ ├── src/percepta_mcp/ │ ├── server.py # MCP 服务器主入口 │ ├── config.py # 配置管理 │ ├── ai_router.py # AI 提供商路由 │ └── tools/ # 工具模块 ├── tests/ # 测试文件 ├── .env.example # 环境变量模板 ├── docker-compose.yml # Docker 部署配置 └── Dockerfile # Docker 镜像构建

# 运行所有测试 uv run pytest # 带覆盖率报告 uv run pytest --cov=src --cov-report=html

- OPENAI_API_KEY: OpenAI API 密钥
- ANTHROPIC_API_KEY: Anthropic API 密钥
- GOOGLE_API_KEY: Google AI API 密钥
- PERCEPTA_HOST: 服务监听地址 (默认: 0.0.0.0)
- PERCEPTA_PORT: 服务端口 (默认: 8000)
- PERCEPTA_LOG_LEVEL: 日志级别 (默认: INFO)

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