mlx-serve alternatives

Tools that could take the place of mlx-serve, ranked by the stacks builders put them in rather than by stars alone.

Other runtimes in the runchr registry that do the work of mlx-serve — a tool somebody pairs with it ranks above a more popular stranger. Read the mlx-serve page or browse every runtimes.

  • lemonadeRuntimesdoes the same work6.1k

    Local AI server serving optimized LLMs on GPUs and NPUs via OpenAI-compatible

  • project-mayaRuntimesdoes the same work2.6k

    Run huge MoE models privately on your own GPUs with OpenAI-compatible API.

  • halogen-flash-serverRuntimesdoes the same work1.2k

    Local Qwen3.8-Flash-Next inference server for AMD Strix Halo with OpenAI

  • rtkRuntimesdoes the same work85.8k

    CLI proxy that compresses shell command output before it reaches an LLM.

  • rayRuntimesdoes the same work44.2k

    Distributed AI compute engine for scaling ML training, tuning, and serving.

  • cactusRuntimesdoes the same work14.5k

    On-device inference engine for phones, wearables, and robots.

  • flashinferRuntimesdoes the same work6.9k

    GPU kernel library for fast LLM inference: attention, GEMM, MoE, sampling.

  • Rapid-MLXRuntimesdoes the same work4.1k

    OpenAI/Anthropic-compatible MLX inference server for Apple Silicon tuned

  • claude-code-localRuntimesdoes the same work3.5k

    Local MLX inference server that serves open models to Claude Code via Anthropic

  • MTPLXRuntimesdoes the same work2.7k

    Fast local LLM inference engine for Apple Silicon with native MTP speculative

  • OllamaRuntimessame type186.2k

    Run open models locally and serve an OpenAI-compatible API.

  • llama.cppRuntimessame type133.6k

    Run quantised models locally, with an OpenAI-compatible server.