vmlx: Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm

by jjang-ai · MCP Server · ★ 911

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

How to install vmlx

uv tool install vmlx
pipx install vmlx

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

Security audit verdict: SAFE · quality 70/100

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.

anthropic-apikvcache-compressionkvcache-optimizationkvcache-reusellmlmstudiomacbookmcp-servermlxmlxllm

Quick Facts

Stars911
Forks101
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score70/100
Open Issues68
Last Updated2026-11-07
Created2026-02-18
Platformsmcp, python
Est. Tokens~21k

About vmlx

MLX Inference Server for Apple Silicon Self-hosted inference server for LLMs, VLMs, and image generation on Apple Silicon. OpenAI + Anthropic + Ollama compatible HTTP API. Self-hosted; no third-party API keys required. Native MTP artifact detection and family-specific cache policy gates keep speculative/cache settings explicit and model-safe.

Compatible Skills

These tools work well together with vmlx for enhanced workflows:

  • mlx-omni-server — semantic(0.35)+complementary+shared_fw(openai)+rare_topics+same_lang+shared_platform (60%)

vmlx alternative? Top 6 similar tools

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

  • mlx-serve by ddalcu · ⭐ 2.4k

    Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Zig backend, Swif

  • vllm-mlx by waybarrios · ⭐ 1.6k

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

  • Rapid-MLX by raullenchai · ⭐ 4.1k

    Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silic

  • gemini-skill by WJZ-P · ⭐ 832

    gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 M

  • Overture by SixHq · ⭐ 641

    Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server

  • maclocal-api by scouzi1966 · ⭐ 349

    'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and othe

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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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