# metric-shift-mcp-server

> metric-shift-mcp-server — h-kazuki-pixel-metric-shift-mcp-server. Use this tool when you need to identify and localize significant changes in metrics, such as sales drops, by comparing a target period to a baseline and attributing shifts to specific factors. It solves problems of pinpointing causes of metric fluctuations, providing insights into which attribute combinations contribute to changes. It takes a CSV file as input and outputs attribute combinations explaining the shift, making it ideal for offline analysis of sales data.

Canonical page: https://skillsregistry.net/skills/h-kazuki-pixel-metric-shift-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/h-kazuki-pixel-metric-shift-mcp-server

## Description

Answers "sales dropped since last week — where?" by comparing a target period against a weekday-adjusted baseline and localizing which attribute combinations (e.g. channel=web, or Tuesday nights) explain the shift. Runs fully offline on your own CSV — no API key, no ML training, read-only.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yc7c6kq59y)
- **Repository:** <https://github.com/h-kazuki-pixel/metric-shift-mcp-server>

## 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": "h-kazuki-pixel-metric-shift-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/h-kazuki-pixel-metric-shift-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/h-kazuki-pixel-metric-shift-mcp-server/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