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oMLX

Mac LLM server that cuts agent wait times from 90s to 5s

Product brief

What oMLX does.

oMLX turns your Mac into a full LLM inference server, run from the menu bar. It serves text, vision, OCR, embedding and reranker models with continuous batching, plus a RAM+SSD tiered KV cache that survives restarts, so Claude Code and Cursor respond in about 5s instead of 90s. OpenAI and Anthropic compatible APIs drop straight in. Native Swift, not Electron. Apache 2.0, open source.

Why we selected it

Editorially selected for practical value, novelty, and audience relevance.

Best for
AI builders and operators
Category
Coding
Daily picks
1
First selected
2026-08-30
oMLX product preview

Product preview saved with our daily selection

Capability scan

What it can help with.

Only capabilities supported by the product information we collected are listed here.

01

Run an LLM inference server on a Mac

Turns a Mac into an LLM inference server run from the menu bar.

02

Serve several model types

Serves text, vision, OCR, embedding, and reranker models.

03

Use continuous batching

Includes continuous batching for model serving.

04

Retain a tiered KV cache across restarts

Uses a RAM-and-SSD tiered KV cache that survives restarts.

05

Expose compatible APIs

Provides APIs described as compatible with OpenAI and Anthropic APIs.

Best-fit use cases

Serving text models from a Mac.
Serving vision or OCR models from a Mac.
Running embedding or reranker models.
Connecting software that uses OpenAI- or Anthropic-compatible APIs to a local Mac server.

FAQ

Before you open it.

What model types can oMLX serve?

It is described as serving text, vision, OCR, embedding, and reranker models.

How is oMLX operated?

It runs from the Mac menu bar.

What happens to its KV cache after a restart?

The product description says its RAM-and-SSD tiered KV cache survives restarts.

Which API styles are supported?

Its APIs are described as compatible with OpenAI and Anthropic APIs.

Is oMLX open source?

Yes. It is described as open source under the Apache 2.0 license.

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Notifications

oMLX — Capabilities, Use Cases, and FAQ | Superpower Daily