Files
deepdata/deep-flow/docs/mcp_integrations.md
沃巴蒂 ff22ed3a8b feat(deepdata): 引入修改密码、文件预览组件与清洗算子增强,deepflow 改名为 deep-flow
本次同步 09-12 至 09-28 的代码变更,主要内容:

新增功能
- 修改密码:后端新增 ChangePasswordRequest DTO 与UserController/UserService
  对应接口,前端新增 ChangePasswordDialog 并在 Header 接入入口
- 文件预览组件重构:file-preview 目录拆分出 VideoPreview(支持 blobUrl 直传)、
  ImagePreview、AudioPreview,index.tsx 统一调度各类型预览器
- 新增 my_ops 算子模块:markitdown_parser、mineru_pdf_parser、text_quality_evaluator
- 新增 tools/minio-file-server MinIO 文件服务

功能增强
- 数据清洗:cleaning_task_service/scheduler/routes 重构,
  data_juicer_executor 与 wrapper 增强,OperatorTable/LogsTable/TaskDetail 同步调整
- 数据标注:annotation sync.py、project.py 接口与schema 更新
- 数据采集、算子市场、首页与菜单路由相关页面调整
- DataJuicer 算子接入(useOperatorOperations、dj_ops_schema)

结构调整
- deepflow/ 更名为 deep-flow/(419 个文件重命名)
- 新增 helm 部署编排、GitHub Actions 之外的自建镜像构建脚本

未纳入本次提交
- scripts-backup/、runtime/python-executor-backup/、components_backup/(备份目录)
- *.backup*、__pycache__ 产物
- zh_core_web_sm-3.8.0-py3-none-any.whl(46MB 构建产物)
- DataX/(内嵌独立仓库,远程亦未收录其源码)
2026-10-03 22:44:56 +08:00

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# MCP Integrations(Beta)
Now This feature is diabled by default. You can enable it by setting the environment ENABLE_MCP_SERVER_CONFIGURATION to be true
> [!WARNING]
> Please enable this feature before securing your frond-end and back-end in a managed environment.
> Otherwise, you system could be compromised.
This feature is diabled by default. You can enable it by setting the environment ENABLE_MCP_SERVER_CONFIGURATION
Please enable this feature before securing your frond-end and back-end in an internal environment.q
## Example of MCP Server Configuration
```json
{
"mcpServers": {
"mcp-github-trending": {
"transport": "stdio",
"command": "uvx",
"args": [
"mcp-github-trending"
]
}
}
}
```
## APIs
### Get metadata of MCP Server
**POST /api/mcp/server/metadata**
For `stdio` type:
```json
{
"transport": "stdio",
"command": "npx",
"args": ["-y", "tavily-mcp@0.1.3"],
"env": {"TAVILY_API_KEY": "tvly-dev-xxx"}
}
```
For `sse` type:
```json
{
"transport": "sse",
"url": "http://localhost:3000/sse",
"headers": {
"API_KEY": "value"
}
}
```
For `streamable_http` type:
```json
{
"transport": "streamable_http",
"url": "http://localhost:3000/mcp",
"headers": {
"API_KEY": "value"
}
}
```
### Chat Stream
**POST /api/chat/stream**
```json
{
...
"mcp_settings": {
"servers": {
"mcp-github-trending": {
"transport": "stdio",
"command": "uvx",
"args": ["mcp-github-trending"],
"env": {
"MCP_SERVER_ID": "mcp-github-trending"
},
"enabled_tools": ["get_github_trending_repositories"],
"add_to_agents": ["researcher"]
}
}
},
}
```