# Rockfish MCP Server

> Use this tool when you need to integrate AI assistants with a machine learning platform, enabling management of databases, worker sets, and ML workflows through a comprehensive API. It solves problems related to automating ML operations, such as dataset and model management, and project workflow optimization. Ideal for use cases requiring seamless interaction between AI agents and machine learning platforms, with inputs including API requests and outputs including managed ML resources and workflows.

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

## Description

Enables AI assistants to interact with Rockfish's machine learning platform through comprehensive API access. Supports managing databases, worker sets, workflows, models, projects, and datasets for ML operations.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/p1z6aa7gz5)
- **Repository:** <https://github.com/wolfdancer/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": "wolfdancer-rockfish-mcp"
    }
  }
}
```

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