Rapid-MLX — security grade SAFE, quality 67/100

Security audit verdict: SAFE · quality 67/100

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 raullenchai · Claude Skill · ★ 3.5k

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

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About Rapid-MLX

Rapid-MLX Run AI on your Mac. Faster than anything else. Run local AI models on your Mac — no cloud, no API costs. Works with Cursor, Claude Code, and any OpenAI-compatible app. pip install → serve Gemma 4 26B → chat + tool calling → works with PydanticAI, LangChain, Aider, and more. Speed (

apple-siliconclaude-codecursordeepseekfastapihacktoberfestinferencellmlocal-llmm1

Quick Facts

Stars3,509
Forks401
LanguagePython
CategoryClaude Skill
Quality Score67.262934157063/100
Open Issues53
Last Updated2026-08-19
Created2026-02-25
Platformsclaude-code, python
Est. Tokens~22k

Compatible Skills

These tools work well together with Rapid-MLX for enhanced workflows:

  • vllm-mlx — semantic(0.38)+complementary+shared_fw(openai)+rare_topics+same_lang+similar_pop+shared_platform (85%)
  • ovo-local-llm — semantic(0.48)+complementary+shared_fw(ollama,openai)+rare_topics+shared_platform (71%)
  • mlx-omni-server — semantic(0.37)+complementary+shared_fw(openai)+rare_topics+same_lang+similar_pop+shared_platform (71%)
  • openyak — semantic(0.20)+complementary+shared_fw(ollama,openai)+same_lang+similar_pop+shared_platform (68%)
  • mlx-serve — semantic(0.54)+complementary+shared_fw(openai)+rare_topics+shared_platform (65%)

Rapid-MLX alternative? Top 6 similar tools

Looking for a Rapid-MLX alternative? If you're comparing Rapid-MLX with other claude skill 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 · ⭐ 743

    Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core

  • vllm-mlx by waybarrios · ⭐ 1.5k

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

  • claude-code-local by nicedreamzapp · ⭐ 3.2k

    Run Claude Code 100% on-device with local AI on Apple Silicon. MLX-native Anthropic-API server. 6 fighters inc

  • LightAgent by wanxingai · ⭐ 1.2k

    LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing,

  • tuui by AI-QL · ⭐ 1.2k

    A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Mode

  • XHS-Downloader by JoeanAmier · ⭐ 12.4k

    小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

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Frequently Asked Questions

What is Rapid-MLX?

Rapid-MLX is The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replace. It is categorized as a Claude Skill with 3.5k GitHub stars.

What programming language is Rapid-MLX written in?

Rapid-MLX is primarily written in Python. It covers topics such as apple-silicon, claude-code, cursor.

How do I install or use Rapid-MLX?

You can find installation instructions and usage details in the Rapid-MLX GitHub repository at github.com/raullenchai/Rapid-MLX. The project has 3.5k stars and 401 forks, indicating an active community.

What are the best alternatives to Rapid-MLX?

The top alternatives to Rapid-MLX on Agent Skills Hub include mlx-serve, vllm-mlx, claude-code-local. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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