Show me the top tools to get a local LLM…

1
llama.cpp - The foundational open-source C/C++ inference engine with Metal acceleration for Apple Silicon, supporting dozens of model architectures and quantization formats so you can run even large models on limited RAM.
2
MLX LM - Apple's own open-source Python library built on the MLX framework, purpose-built for M-series chips' unified memory architecture with support for inference, LoRA fine-tuning, and Hugging Face model integration.
3
GPT4All - A beginner-friendly, cross-platform desktop app by Nomic AI that lets you download and chat with curated open-source models in a polished GUI — no terminal skills required.
4
Locally AI - A native Apple app (iPhone, iPad, Mac) optimized for Apple Silicon via MLX, offering fully offline chat, local voice mode, and Siri/Shortcuts integration for a seamless macOS experience.
5
apfel - A trending open-source CLI tool that exposes Apple's built-in on-device LLM (macOS 26+) as a terminal command and OpenAI-compatible local server, requiring zero setup beyond a Homebrew install.
6
Open WebUI - A self-hosted web interface that connects to local backends like Ollama or llama.cpp, giving you a ChatGPT-style UI for any local model with RAG, voice, and Python extensibility.
7
Bodega Inference Engine - An enterprise-grade inference server built specifically for Apple Silicon, supporting multi-model concurrency, continuous batching (~900 tok/s on M4 Max), and an OpenAI-compatible API.
8
Hypura - A storage-tier-aware scheduler for Apple Silicon that intelligently places model tensors across GPU, RAM, and NVMe, letting you run models that are too large to fit in memory without swap-thrashing.
9
Atomic Chat - An open-source ChatGPT alternative with a clean UI that supports both local LLMs and cloud models, plus MCP integration for extending agent capabilities.
10
CanIRun.ai - A free web tool that analyzes your Mac's GPU, VRAM, and memory bandwidth to tell you exactly which AI models your hardware can actually run before you download anything.

Filtered out: Lemonade (AMD-focused, not optimized for Mac/Apple Silicon), GAIA (AMD Ryzen AI-specific hardware), BitNet (CPU-only 1-bit models — interesting but very niche), and Ensu (too early-stage with limited detail compared to more established alternatives above).

1
apfel - Free, open-source CLI tool that uses macOS 26+'s built-in on-device LLM via Apple Neural Engine with an OpenAI-compatible HTTP server and zero API keys required.
2
Hypura - Storage-tier-aware LLM inference scheduler for Apple Silicon that intelligently distributes models across GPU, RAM, and NVMe to run models larger than your Mac's memory.
3
MLX LM - Apple-official Python library for running and fine-tuning LLMs on Apple Silicon with quantization, LoRA support, and Hugging Face integration.
4
GPT4All - Free, open-source desktop application with a user-friendly interface for downloading and running local LLMs privately on macOS without internet.
5
Ensu - Lightweight free app by Ente for running and chatting with local LLMs entirely on-device with full privacy.
6
AnythingLLM - All-in-one AI app supporting local LLM inference with RAG, document chat, multi-user access, and agent workflows.
7
Lemonade - Open-source local LLM server by AMD supporting macOS with GPU/NPU acceleration and OpenAI-compatible API for LLMs, image generation, and speech.
8
Atomic Chat - Open-source ChatGPT alternative letting you run local LLMs with full privacy control and optional MCP integration.

Filtered out: RunAnywhere, Mongo Pilot, and RightNow AI were excluded because they either target mobile/NVIDIA-specific use cases or require special hardware; Transformer Lab and MemPalace are utilities for broader ML workflows rather than focused on getting a local LLM running quickly.

1
llama.cpp - The foundational open-source C/C++ inference engine with Metal acceleration for Apple Silicon, supporting dozens of model architectures and quantization formats so you can run even large models on limited RAM.
2
MLX LM - Apple's own open-source Python library built on the MLX framework, purpose-built for M-series chips' unified memory architecture with support for inference, LoRA fine-tuning, and Hugging Face model integration.
3
GPT4All - A beginner-friendly, cross-platform desktop app by Nomic AI that lets you download and chat with curated open-source models in a polished GUI — no terminal skills required.
4
Locally AI - A native Apple app (iPhone, iPad, Mac) optimized for Apple Silicon via MLX, offering fully offline chat, local voice mode, and Siri/Shortcuts integration for a seamless macOS experience.
5
apfel - A trending open-source CLI tool that exposes Apple's built-in on-device LLM (macOS 26+) as a terminal command and OpenAI-compatible local server, requiring zero setup beyond a Homebrew install.
6
Open WebUI - A self-hosted web interface that connects to local backends like Ollama or llama.cpp, giving you a ChatGPT-style UI for any local model with RAG, voice, and Python extensibility.
7
Bodega Inference Engine - An enterprise-grade inference server built specifically for Apple Silicon, supporting multi-model concurrency, continuous batching (~900 tok/s on M4 Max), and an OpenAI-compatible API.
8
Hypura - A storage-tier-aware scheduler for Apple Silicon that intelligently places model tensors across GPU, RAM, and NVMe, letting you run models that are too large to fit in memory without swap-thrashing.
9
Atomic Chat - An open-source ChatGPT alternative with a clean UI that supports both local LLMs and cloud models, plus MCP integration for extending agent capabilities.
10
CanIRun.ai - A free web tool that analyzes your Mac's GPU, VRAM, and memory bandwidth to tell you exactly which AI models your hardware can actually run before you download anything.

1
apfel - Free, open-source CLI tool that uses macOS 26+'s built-in on-device LLM via Apple Neural Engine with an OpenAI-compatible HTTP server and zero API keys required.
2
Hypura - Storage-tier-aware LLM inference scheduler for Apple Silicon that intelligently distributes models across GPU, RAM, and NVMe to run models larger than your Mac's memory.
3
MLX LM - Apple-official Python library for running and fine-tuning LLMs on Apple Silicon with quantization, LoRA support, and Hugging Face integration.
4
GPT4All - Free, open-source desktop application with a user-friendly interface for downloading and running local LLMs privately on macOS without internet.
5
Ensu - Lightweight free app by Ente for running and chatting with local LLMs entirely on-device with full privacy.
6
AnythingLLM - All-in-one AI app supporting local LLM inference with RAG, document chat, multi-user access, and agent workflows.
7
Lemonade - Open-source local LLM server by AMD supporting macOS with GPU/NPU acceleration and OpenAI-compatible API for LLMs, image generation, and speech.
8
Atomic Chat - Open-source ChatGPT alternative letting you run local LLMs with full privacy control and optional MCP integration.

Show me the top tools to get a local LLM running on my Mac

Show me the top tools to get a local LLM running on my Mac