Products

mlx-serve

AI-nativeSkill

A private AI that lives on your Mac

mlxserve.com Source★ 84Apache-2.0 App StoreAI Models & Agents / Model Training & Inference Infrastructure

AI Benchmark
Desktop
Mobile
Monthly visits
19.4K
Up242.2%MoMSep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Launched
4mo ago
2026-07-03 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026
Events1 change · 4 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
  • MLX-Serve 26.11.2 releasedProduct Activity

    MLX-Serve released version 26.11.2, introducing multiple options to run Deepseek models from approximately 80GB to 512GB RAM, along with RDMA integration for lossless quant, M3 speedups, and support for various quantization formats.

    Nov 6 · 8d agoLaunch PostX Post

  • MLX-Serve teases support for running Deepseek sub 128GB RAMProduct Activity

    MLX-Serve announced upcoming options to run Deepseek sub 128GB RAM, including an upcoming pruned iQ-MLX DS4 pack designed to run on a 96GB M5U.

    Nov 5 · 9d agoBuild in PublicX Post

  • mlx-serve launched on Product HuntLaunch

    Local AI on Apple Silicon: LLMs, image/video gen, agents

    Jul 7 · 4mo agoSource

  • mlx-serve launched on Show HN (3 pts)Launch

    Mlx-serve – LLM inference server for Apple Silicon, written in Zig

    Jul 3 · 4mo agoSource

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-11-07
GitHub Stars
★ 84
Forks
3
License
Apache-2.0
Primary language
Go

Store data

App Store
App Store App Store
Update date not synced
Rating
Rating not syncedRating count not synced
New ratings last mo
—
Price & IAP
FreeIAP data not synced
Current version
—Store metadata

Store assets, rating histograms, install tiers, and screenshots are synced from Apple App Store, Google Play, and Chrome Web Store.

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct34%
  • Organic Search29%
  • Social26%
  • Referrals5%
  • Other5%

Countries

  • South Korea98%
  • Thailand2%

Search

Domain authority —Domain registered 2026-06-13

KeywordMonthly volume
mlx serve1,100
mlx-serve1,080
mlxserve560
mlxcore310
animatediff image to video workflow no comfyui140

Traffic data: Vaneform

Pricing

Website does not list public plan prices.

Trial: None · Observed 2026-11-01 · Source page

Pages & changes

Tracked since 2026-07-07

Key pages

Weekly snapshots

Changes

  1. Nov 1 · 12d ago

    Added product format: CLIFeatures

    —→cli

Design

First-screen visual analysis & :root CSS

Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

First-screen preview · click to zoom

First-screen pitch & conversion flow

“A private AI that lives on your Mac”

Headline Over Large Product Shot hero structure paired with download app / install extension CTA and no explicit trust bar.

Conversion path: Headline Over Large Product Shot + Product UI Screenshot / Component → Download App / Install Extension

Palette · click to copy

5-D design score7.7 / 10
Typography
8.0
Color & Contrast
8.0
Layout & Spacing
8.0
Craft & Polish
8.0
Distinctiveness
6.0

Structure

Fonts
Inter / SF Mono
Primary visual
Product UI Screenshot / Component
Social proof
No Explicit Trust Bar
Navigation
Full-Width Top Bar
Theme & density
Light · Airy
Corners & depth
Pill · With shadow
Preview full AI design brief (includes :root CSS variables & layout rules)Style tokens only; never copy brand names, logos, copy, or images
# Design Brief: Minimal Monochrome

Monochrome palette with a single accent color, hairline dividers, and generous whitespace.

## Design Tokens

```css
:root {
  --background: #ffffff;
  --surface: #222325;
  --foreground: #1d1d1f;
  --muted-foreground: #777779;
  --accent: #0071e3;
  --radius: 9999px;
  --font-heading: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-body: "Inter", ui-sans-serif, system-ui, sans-serif;
  --font-mono: "SF Mono", ui-monospace, monospace;
}
```

Color area ratio: Background #FFFFFF (~71%) · Surface #222325 (~13%) · Text #1D1D1F (~7%) · Muted Text #777779 (~6%) · Accent #0071E3 (~3%). Background and surface dominate the canvas; reserve the accent color for primary buttons and active states.

## Layout & Conversion Structure

- Hero layout: Headline Over Large Product Shot
- Navigation: Full-Width Top Bar
- Theme & density: Light · Airy
- Border radius & elevation: Pill; use elevation shadows to separate layers
- Primary visual medium: Product UI Screenshot / Component
- Conversion CTA: Download App / Install Extension
- Headline hook: Category Positioning Anchor
- Hero components: Large Hero Product Shot
- Spatial layout notes: Headline Over Large Product Shot hero structure paired with download app / install extension CTA and no explicit trust bar.
- Visual summary: Minimal Monochrome (Light canvas, airy density) featuring headline over large product shot layout and product ui screenshot / component visuals.

## Avoid

- Multi-stop neon gradients
- Heavy drop shadows
- More than one competing accent color

Implement the UI following the design tokens and layout specifications above: use only these color variables, and reserve the accent color strictly for primary actions and active states. Adopt only this visual style—never copy any reference product’s brand name, logo, copy, or imagery.

Questions & evidence

How much website traffic does mlx-serve get?
Vaneform estimates 19.4K website visits in 2026-09. Visits can include repeat visits; this estimate does not measure paying customers or revenue.Source

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