# AutoTS

> Use this tool when you need to forecast and analyze time series data with ease, solving problems such as predicting future trends, identifying anomalies, and mitigating event risks. AutoTS provides a comprehensive interface for data loading, forecasting, and analysis, accepting inputs from various sources like FRED, stocks, and Google Trends, and outputting accurate forecasts and insights. It is ideal for use cases requiring fast and customizable forecasting, data cleaning, and anomaly detection.

Canonical page: https://skillsregistry.net/skills/winedarksea-autots  
JSON: https://api.skillsregistry.net/v1/skills/winedarksea-autots

## Description

Provides comprehensive time series forecasting capabilities with 12 tools across data loading, forecasting, analysis, and event risk prediction. Supports multiple forecasting modes from fast ensemble profiles to fully customizable AutoTS configurations with genetic algorithm model selection. Includes access to live data from FRED, stocks, Google Trends, and weather APIs, plus anomaly detection and data cleaning utilities.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** maps-location
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/winedarksea-autots)
- **Repository:** <https://github.com/winedarksea/autots/tree/HEAD/autots/mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "winedarksea-autots"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/winedarksea-autots` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/winedarksea-autots/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt