lilbee — security grade SAFE, quality 59/100

Security audit verdict: SAFE · quality 59/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by tobocop2 · MCP Server · ★ 53

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

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About lilbee

Run and manage local AI models, and search everything you own with them, all in one program. Project site &nbsp;·&nbsp; Tutorial reels &nbsp;·&nbsp; PyPI &nbsp;·&nbsp; Obsidian plugin &nbsp;·&nbsp; REST API <img src="https://img.shields.io/badge/coverage-100%25-br

ai-search-enginechat-with-documentsggufllama-cpplm-studiolocal-ailocal-firstlocal-llmlocal-ragmcp-server

Quick Facts

Stars53
Forks4
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score59.0238756282508/100
Open Issues3
Last Updated2026-09-12
Created2026-03-05
Platformsbrowser, cli, mcp, python
Est. Tokens~23k

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Frequently Asked Questions

What is lilbee?

lilbee is 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 s. It is categorized as a MCP Server with 53 GitHub stars.

What programming language is lilbee written in?

lilbee is primarily written in Python. It covers topics such as ai-search-engine, chat-with-documents, gguf.

How do I install or use lilbee?

You can find installation instructions and usage details in the lilbee GitHub repository at github.com/tobocop2/lilbee. The project has 53 stars and 4 forks, indicating an active community.

What license does lilbee use?

lilbee is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to lilbee?

The top alternatives to lilbee on Agent Skills Hub include roampal, Deskdrop, open-jet. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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