# lilbee

> lilbee — tobocop2-lilbee. Use this tool when you need to search and interact with large collections of documents offline, across various formats, and integrate AI capabilities into your workflow. It solves problems of information retrieval and document analysis by providing a sophisticated search engine over 150+ file formats, including PDFs and code. It accepts document collections as input and outputs relevant search results via a REST API interface, ideal for augmenting AI agents and integrating with custom GUI applications.

Canonical page: https://skillsregistry.net/skills/tobocop2-lilbee  
JSON: https://api.skillsregistry.net/v1/skills/tobocop2-lilbee

## Description

The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the web. MCP server for coding agents, web crawler, TUI, CLI, REST API, Python library. No Ollama or LM Studio needed, works with both.

## Trust

- **Trust score (0–1):** 0.72
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/tobocop2/lilbee)

## 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": "tobocop2-lilbee"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tobocop2-lilbee` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tobocop2-lilbee/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