feat: 添加 Docker 部署支持和 MCP 原生集成

- 添加 Dockerfile、docker-compose.yml 和 Jenkins 流水线配置
- 新增 MCP 原生集成模块 (mcp_native.py)
- 移除旧的 mcp_bridge.py，更新依赖和文档
- 添加部署文档 (Docker 和服务器部署指南)

Co-authored-by: Cursor <cursoragent@cursor.com>

Dockerfile

@@ -0,0 +1,41 @@
+FROM node:20-bookworm-slim AS frontend-build
+
+WORKDIR /build/frontend-admin
+COPY frontend-admin/package.json frontend-admin/package-lock.json* ./
+RUN npm install
+
+COPY frontend-admin/ ./
+RUN npm run build
+
+
+FROM python:3.11-slim-bookworm
+
+WORKDIR /app
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends ca-certificates \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY app ./app
+COPY --from=frontend-build /build/frontend-admin/dist ./frontend-admin/dist
+
+COPY docker/entrypoint.sh /entrypoint.sh
+RUN chmod +x /entrypoint.sh
+
+ENV PYTHONUNBUFFERED=1 \
+    PYTHONDONTWRITEBYTECODE=1 \
+    QIP_DATA_DIR=/data \
+    DATABASE_URL=sqlite:////data/ai_test.db
+
+EXPOSE 8000
+
+VOLUME ["/data"]
+
+HEALTHCHECK --interval=30s --timeout=5s --start-period=40s --retries=3 \
+    CMD python -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/health')" || exit 1
+
+ENTRYPOINT ["/entrypoint.sh"]
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]