lilbee: The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's

by tobocop2 · MCP Server · ★ 68

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

How to install lilbee

pip install --upgrade --pre lilbee
uv tool install --reinstall --prerelease=allow lilbee

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 59/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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

Quick Facts

Stars68
Forks9
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score59/100
Open Issues40
Last Updated2026-11-05
Created2026-03-05
Platformsbrowser, cli, mcp, python
Est. Tokens~23k

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

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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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