# ruc-mcp

> ruc-mcp — mightydatainc-ruc-mcp. Use this tool when you need to execute complex tasks that require both procedural code and AI judgment, such as data processing and classification. It enables AI agents to write and execute code snippets that call back to the LLM, combining the strengths of both approaches. This tool is ideal for use cases where reliable execution of nuanced tasks is critical, and inputs include code snippets and data, with outputs being processed data and classification results.

Canonical page: https://skillsregistry.net/skills/mightydatainc-ruc-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mightydatainc-ruc-mcp

## Description

Enables AI agents to write and execute code snippets that call back to the LLM, combining procedural code with LLM judgment for reliable execution of complex tasks such as data processing and classification.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/a44s1276lm)
- **Repository:** <https://github.com/mightydatainc/ruc-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": "mightydatainc-ruc-mcp"
    }
  }
}
```

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