# aleatoric-engine-mcp

> aleatoric-engine-mcp — aleatoric-systems-aleatoric-engine-mcp. Use this tool when you need to generate causal AI data with uncertainty, solving problems in data augmentation and synthetic data creation. It takes in input parameters and outputs generated data, providing a client interface for the Aleatoric Engine. Utilize it in contexts where realistic data simulation is required, such as machine learning model training and testing.

Canonical page: https://skillsregistry.net/skills/aleatoric-systems-aleatoric-engine-mcp  
JSON: https://api.skillsregistry.net/v1/skills/aleatoric-systems-aleatoric-engine-mcp

## Description

Aleatoric Engine Causal AI Data Generator MCP Client

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/aleatoric-systems/aleatoric-engine-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": "aleatoric-systems-aleatoric-engine-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aleatoric-systems-aleatoric-engine-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aleatoric-systems-aleatoric-engine-mcp/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