# bubblit

> bubblit — soup-oss-bubblit. Use this tool when you need to organize and prioritize MCP tools for AI agents, solving the problem of inefficient tool discovery and utilization. Bubblit takes in a set of MCP tools and outputs structured behavior classes, streamlining the agent's workflow. Ideal for use in environments where agents rely on specific tools to complete tasks, bubblit simplifies the tool selection process through its intuitive interface and git integration.

Canonical page: https://skillsregistry.net/skills/soup-oss-bubblit  
JSON: https://api.skillsregistry.net/v1/skills/soup-oss-bubblit

## Description

Bubble your MCP tools into behaviour classes so agents find the right ones first

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/soup-oss/bubblit)

## 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": "soup-oss-bubblit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/soup-oss-bubblit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/soup-oss-bubblit/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