Box — security grade SAFE, quality 58/100

Security audit verdict: SAFE · quality 58/100

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 jegly · MCP Server · ★ 844

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

🔒 Is Box safe to install? View the security audit →

About Box

[]() []() [![Snapdragon NPU](https://img.shields.io/badge/Snapdragon-NPU%208Gen2%2F3%2FElite-FF7

androidandroid-ai-appartificial-intelligenceboxgguflinuxlinux-ailitertlitert-lmlitertlm

Quick Facts

Stars844
Forks53
LanguageKotlin
CategoryMCP Server
Quality Score58.2962096733346/100
Open Issues1
Last Updated2026-09-20
Created2026-04-17
Platformscli, mcp
Est. Tokens~28k

Compatible Skills

These tools work well together with Box for enhanced workflows:

  • ToolNeuron — semantic(0.51)+complementary+same_lang+similar_pop (58%)
  • InferrLM — semantic(0.50)+complementary+rare_topics+similar_pop (56%)
  • OpenOmniBot — semantic(0.34)+complementary+same_lang+similar_pop (52%)
  • LLMinator — semantic(0.22)+complementary+rare_topics+similar_pop (47%)
  • atomic-agent — semantic(0.34)+complementary+rare_topics+similar_pop (47%)

Box alternative? Top 6 similar tools

Looking for a Box alternative? If you're comparing Box with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • OGAM by off-grid-ai · ⭐ 3.1k

    The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vi

  • Atomic-Chat by AtomicBot-ai · ⭐ 1.5k

    Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your com

  • nocturne_memory by Dataojitori · ⭐ 1.3k

    A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and

  • mcp-client-for-ollama by jonigl · ⭐ 823

    Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools,

  • ToolNeuron by Siddhesh2377 · ⭐ 461

    On-device AI for Android — LLM chat (GGUF/llama.cpp), vision models (VLM), image generation (Stable Diffusion)

  • knowledge-rag by lyonzin · ⭐ 267

    Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools,

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Frequently Asked Questions

What is Box?

Box is The most advanced, fully offline client-side AI suite on Android today.. It is categorized as a MCP Server with 844 GitHub stars.

What programming language is Box written in?

Box is primarily written in Kotlin. It covers topics such as android, android-ai-app, artificial-intelligence.

How do I install or use Box?

You can find installation instructions and usage details in the Box GitHub repository at github.com/jegly/Box. The project has 844 stars and 53 forks, indicating an active community.

What are the best alternatives to Box?

The top alternatives to Box on Agent Skills Hub include OGAM, Atomic-Chat, nocturne_memory. 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:

View on GitHub → Browse MCP Server tools