OGAM: The Swiss Army Knife of Offline AI

by off-grid-ai · MCP Server · ★ 3.3k

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

How to install OGAM

git clone https://github.com/off-grid-ai/OGAM.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 65/100

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. Full audit →

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.

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Quick Facts

Stars3,346
Forks332
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score65/100
Open Issues148
Last Updated2026-11-07
Created2026-01-29
Platformsmcp, node
Est. Tokens~17k

About OGAM

Off Grid AI The Swiss Army Knife of On-Device AI Chat. Generate images. Use tools. See. Listen. All on your phone or Mac. All offline. Zero data leaves your device. BUILT BY <source media="(pref

Compatible Skills

These tools work well together with OGAM for enhanced workflows:

  • ToolNeuron — semantic(0.55)+complementary+rare_topics+similar_pop (68%)
  • maid — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • atomic-agent — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • InferrLM — semantic(0.29)+complementary+rare_topics+same_lang+shared_platform (59%)
  • InferrLM — semantic(0.29)+complementary+rare_topics+same_lang+shared_platform (59%)

OGAM alternative? Top 6 similar tools

Looking for a OGAM alternative? If you're comparing OGAM 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.

  • claude-code-local by nicedreamzapp · ⭐ 3.5k

    Hit your Claude Code usage limit? Keep going free and offline on a local model. Claude Code Local runs on Appl

  • vllm-mlx by waybarrios · ⭐ 1.6k

    High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuou

  • Box by jegly · ⭐ 990

    The most advanced, fully offline client-side AI suite on Android today.

  • mobile-mcp by mobile-next · ⭐ 10.4k

    Mobile MCP: let AI agents drive your iOS and Android apps. MCP server for simulators, emulators and real devic

  • atomic-agent by AtomicBot-ai · ⭐ 3.4k

    Atomic Agent is a local-first AI agent. Runs open-weight models on your own machine via llama.cpp.

  • maid by Mobile-Artificial-Intelligence · ⭐ 2.7k

    Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic,

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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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