# Beelzebub MCP Honeypot

> Beelzebub MCP Honeypot — beelzebub-labs-beelzebub. Use this tool when you need to detect and prevent malicious behavior in LLM workflows, such as prompt injection attacks. Beelzebub MCP Honeypot creates decoy tools to identify potential threats, providing a non-intrusive detection mechanism to strengthen security. It takes in LLM workflow inputs and outputs alerts and threat notifications, ideal for use in high-risk or sensitive AI applications.

Canonical page: https://skillsregistry.net/skills/beelzebub-labs-beelzebub  
JSON: https://api.skillsregistry.net/v1/skills/beelzebub-labs-beelzebub

## Description

Description:
Introduce Beelzebub, an MCP‑based honeypot framework that enables creating decoy tools to detect prompt injection and malicious agent behavior.

Motivation:
Strengthen the security of LLM workflows by adding a non‑intrusive detection mechanism.

## Trust

- **Trust score (0–1):** 0.77
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vkywicjtkr)
- **Repository:** <https://github.com/beelzebub-labs/beelzebub>

## 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": "beelzebub-labs-beelzebub"
    }
  }
}
```

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