# bawbel-scanner

> Use this tool when you need to scan and analyze agentic AI components, such as skills and system prompts, to identify potential issues or vulnerabilities. The bawbel-scanner provides a command-line interface to input git repositories or local files and outputs detailed reports on scanned components. It solves problems related to AI component security and integrity, making it ideal for use cases involving AI development, testing, and deployment.

Canonical page: https://skillsregistry.net/skills/bawbel-bawbel-scanner  
JSON: https://api.skillsregistry.net/v1/skills/bawbel-bawbel-scanner

## Description

Open-source CLI scanner for agentic AI components such as skills, MCP servers, system prompts

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-05-08

## Source

- **Source listing:** [GitHub](https://github.com/bawbel/bawbel-scanner)

## 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": "bawbel-bawbel-scanner"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bawbel-bawbel-scanner` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bawbel-bawbel-scanner/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