# Rubber Duck MCP

> Use this tool when you need to clarify complex logic and identify hidden assumptions in your code, as it provides a natural language interface for articulating problems and revealing solutions through structured self-explanation and reflection. It takes in natural language descriptions of coding issues and outputs clarified logic and potential solutions. Ideal for use cases where developers and AI agents need to collaborate on debugging and troubleshooting.

Canonical page: https://skillsregistry.net/skills/omer-sadeh-rubberduckmcp  
JSON: https://api.skillsregistry.net/v1/skills/omer-sadeh-rubberduckmcp

## Description

Brings rubber duck debugging to AI-powered IDEs by providing a tool for articulating problems and clarifying logic in natural language. It helps developers and AI agents reveal hidden assumptions and surface solutions through structured self-explanation and reflection.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/izsvsmf8d2)
- **Repository:** <https://github.com/Omer-Sadeh/RubberDuckMCP>

## 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": "omer-sadeh-rubberduckmcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/omer-sadeh-rubberduckmcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/omer-sadeh-rubberduckmcp/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