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AI dev and agent tools, decision-grade.

Benchmarks we run. Prices we verify daily. Field evidence we curate from postmortems, dev posts, and vendor retros ; terse, dated, honest.

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SectionEdge & On-Device AI12 tools
  1. DreamServer

    Light-Heart-Labs

    Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.

  2. jan

    janhq

    Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.

  3. lemonade

    lemonade-sdk

    Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

  4. llmfit

    AlexsJones

    Hundreds of models & providers. One command to find what runs on your hardware.

  5. LocalAI

    mudler

    LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

  6. mlc llm

    mlc-ai

    Universal LLM Deployment Engine with ML Compilation

  7. mlc-llm

    mlc-ai

    Universal LLM Deployment Engine with ML Compilation

  8. mlxstudio

    jjang-ai

    MLX Studio - Home of JANG_Q - Image Gen/Edit + Chat/Code All in one - + OpenClaw (Anthropic API)

  9. Ollama

    Ollama

    Local LLM runtime for macOS, Linux, and Windows with a built-in model library.

  10. open-webui

    open-webui

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

  11. Sidekick

    johnbean393

    A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other software. Powered by llama.cpp.

  12. unisondb

    ankur-anand

    A streaming multimodal database for Edge AI, and Edge Computing.