README.md

---
title: statsmodels MCP Service
emoji: 🔧
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
license: mit
---

# statsmodels MCP Service

这是 `statsmodels` 的 MCP 封装部署包，支持：

- 本地 `stdio`（Claude Desktop / CLI）
- HTTP 传输（Docker / HuggingFace Spaces），端点为 `/mcp`

## Available Tools

- `health_check`
- `ols_fit_from_records`
- `glm_binomial_from_formula`
- `arima_fit_and_forecast`
- `adf_stationarity_test`
- `describe_dataframe`

详细参数见：`statsmodels/mcp_output/README_MCP.md`

## Local stdio Usage

```bash
cd statsmodels/mcp_output
python mcp_plugin/main.py
```

或：

```bash
MCP_TRANSPORT=stdio python start_mcp.py
```

## HTTP Usage (Local/Docker)

```bash
MCP_TRANSPORT=http MCP_PORT=7860 python statsmodels/mcp_output/start_mcp.py
```

MCP 客户端连接地址：

- `http://127.0.0.1:7860/mcp`

## Docker

```bash
./run_docker.sh
```

或在 PowerShell 中：

```powershell
./run_docker.ps1
```