# Rockfish MCP Server

> Use this tool when you need to generate synthetic data, manage datasets, and orchestrate machine learning workflows. It solves problems related to data scarcity, quality, and workflow efficiency by providing a platform for tasks like TabGAN training and Manta analytics. The Rockfish MCP Server takes in dataset and workflow configurations as inputs and outputs generated synthetic data and analytics results, making it ideal for use cases where high-quality training data is limited.

Canonical page: https://skillsregistry.net/skills/rockfish-data-rockfish-mcp  
JSON: https://api.skillsregistry.net/v1/skills/rockfish-data-rockfish-mcp

## Description

Enables interaction with the Rockfish AI platform for synthetic data generation, dataset management, and ML workflow orchestration through tools like TabGAN training and Manta analytics.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** data-analytics
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/uyelxwo3md)
- **Repository:** <https://github.com/Rockfish-Data/rockfish-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": "rockfish-data-rockfish-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rockfish-data-rockfish-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rockfish-data-rockfish-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