# DriftOracle

> Use this tool when you need to monitor and detect model and data drift in your applications, solving problems related to concept drift, data quality, and model performance degradation. DriftOracle provides 15 monitoring tools, including PSI analysis and Kolmogorov-Smirnov tests, with alert configuration and evidence pack generation capabilities. It offers a hosted MCP server accessible via HTTP at tooloracle.io, making it easy to integrate into your workflow and ensure model reliability.

Canonical page: https://skillsregistry.net/skills/driftoracle  
JSON: https://api.skillsregistry.net/v1/skills/driftoracle

## Description

DriftOracle is a hosted MCP server from ToolOracle providing fifteen model and data drift monitoring tools. It covers PSI analysis, Kolmogorov-Smirnov tests, alert configuration, and evidence pack generation, available via HTTP at tooloracle.io.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/driftoracle)
- **Repository:** <https://github.com/tooloracle/driftoracle>

## 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": "driftoracle"
    }
  }
}
```

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