PromptQuorum: Your Discovery Engine for Open-Weight & Open-Source AI
Directory, Guides & Comparison Tools for Local LLMs
(in plain terms: running an AI model for free on your own computer)
Just published
Added in the last 3 days
- NewReview
AnyLLM Review: BYOK AI Chat Client for Android
AnyLLM review: Android chat client for your own OpenAI, Anthropic, Google and Groq API keys, with Ollama, MCP tools and web search. Price, privacy, limits.
October 17, 2026
- NewReview
Easy Diffusion Review: One-Click Stable Diffusion for PC and Mac
Easy Diffusion review: free Stable Diffusion installer for Windows, Mac and Linux with a browser UI, ControlNet, inpainting and plugins vs ComfyUI.
October 17, 2026
- NewReview
Firecrawl Review: Open-Source Web Data API for LLM Pipelines
Firecrawl turns websites into LLM-ready markdown or JSON through an AGPL-3.0 API. Self-hosting, Ollama support, pricing and limits explained.
October 17, 2026
- NewReview
HiWaifu Review: Cloud AI Character Chat for iPhone and iPad
HiWaifu review: iPhone AI character chat with long-term memory and lorebooks. Version 3.10.1, pricing, 18+ rating, privacy and local alternatives.
October 17, 2026
- NewReview
LocalMind Review: Free Chat App for On-Device and Self-Hosted Models
LocalMind review: free MIT-licensed Android and iPhone chat app for on-device models, Ollama, LM Studio and OpenRouter. Backends, privacy, limits.
October 17, 2026
- NewReview
OpenMontage Review: Open-Source Agentic Video Production With Your AI Coding Assistant
OpenMontage review: open-source toolkit that lets your AI coding assistant script, generate and render videos. Setup, costs and limits covered.
October 17, 2026
- Apps tracked
- 260
- Languages
- 9
- Apps verified by their makers
- 11
- Articles published
- 827
- Apps tested hands-on
- 6
- AI assistant calls (MCP)
- 2,100
Open directory →
The makers confirm the information presented about their apps.
PromptQuorum has installed and tested the software itself.
See how AI assistants use this site →
Find What You Need
Pick what you're after, then search.
Largest local LLM app directory outside GitHub with real reviews and hands-on testsBrowse 260 apps →Compare Tools
Pick a category, choose up to three tools, and see them side by side. Copy the table or open the full guide.
Pick a category above to start comparing.
Optimize one prompt. Ask 25+ AIs. Compare the answers.
PromptQuorum structures your prompt, sends it to many models at once, and shows where they agree.
- Automatic prompt optimization
- One prompt to 25+ AI models
- Side-by-side comparison
- Consensus scoring
- Local LLM support
Ask your AI about anything on PromptQuorum. Answers straight from the site.
Connect Claude, ChatGPT, or any MCP client to all of PromptQuorum: the app directory, guides, hands-on tests, and the latest updates. Get sourced answers right inside your chat.
Search the whole site
Find guides, reviews, and hands-on tests on any topic, with links to the source.
Compare & choose apps
Side-by-side comparisons, best-fit picks, local alternatives, and plain-language license explanations.
Hardware & VRAM checks
Tell it your GPU, RAM, or Mac and see which apps and models will actually run.
Always up to date
Ask what is new: the latest articles and updates, plus live usage stats of the MCP server.
Try asking
- “I have a MacBook with 16 GB of RAM. Which local chat apps and models will run well on it?”
- “Compare LM Studio and Ollama for a beginner, and check whether either license allows commercial use.”
- “What did PromptQuorum publish recently on prompt engineering? Summarize the most useful article for me.”
Local AI Tools
Three ways to match your hardware to the right software.
Latest Posts
- New
LocalMind Review: Free Chat App for On-Device and Self-Hosted Models
LocalMind review: free MIT-licensed Android and iPhone chat app for on-device models, Ollama, LM Studio and OpenRouter. Backends, privacy, limits.
October 17, 2026
- New
Swerve Review: AI Story and Character Chat for iPhone
Swerve review: free iPhone app for AI character chat and branching stories. In-app purchases, 18+ rating, cloud service, privacy and local alternatives.
October 17, 2026
- New
Snug Protocol: Portable, AI-Built Personal Apps, Explained
Snug Protocol is an early open protocol for AI-built apps kept in a portable .snug file: how it works, local models, security design and what is unproven.
October 17, 2026
- New
PixlStash Review: Self-Hosted Image Library Manager with Local AI Tagging
PixlStash review: free GPL-3.0 image library manager for Windows, macOS and Linux with local AI tagging, face and semantic search, and ComfyUI integration.
October 17, 2026
- New
HiWaifu Review: Cloud AI Character Chat for iPhone and iPad
HiWaifu review: iPhone AI character chat with long-term memory and lorebooks. Version 3.10.1, pricing, 18+ rating, privacy and local alternatives.
October 17, 2026
- New
AnyLLM Review: BYOK AI Chat Client for Android
AnyLLM review: Android chat client for your own OpenAI, Anthropic, Google and Groq API keys, with Ollama, MCP tools and web search. Price, privacy, limits.
October 17, 2026
- New
Easy Diffusion Review: One-Click Stable Diffusion for PC and Mac
Easy Diffusion review: free Stable Diffusion installer for Windows, Mac and Linux with a browser UI, ControlNet, inpainting and plugins vs ComfyUI.
October 17, 2026
- New
Firecrawl Review: Open-Source Web Data API for LLM Pipelines
Firecrawl turns websites into LLM-ready markdown or JSON through an AGPL-3.0 API. Self-hosting, Ollama support, pricing and limits explained.
October 17, 2026
- New
OpenMontage Review: Open-Source Agentic Video Production With Your AI Coding Assistant
OpenMontage review: open-source toolkit that lets your AI coding assistant script, generate and render videos. Setup, costs and limits covered.
October 17, 2026
- New
LM Playground Review: Open-Source Offline LLM Chat for Android
LM Playground review: a free, MIT-licensed Android app that runs GGUF models offline with document Q&A and vision. Models, privacy, versions, and limits.
October 16, 2026
Latest Apps Added
- New
Parrot
Free offline text-to-speech that reads any selected text aloud at a keystroke — Text-to-speech
October 17, 2026
- New
Easy Diffusion
Free one-click installer for Stable Diffusion with a browser UI, task queue and plugins — Image generation
October 17, 2026
- New
Firecrawl
Open-source web data API that turns websites into clean, LLM-ready markdown or JSON, available hosted or self-hosted with Docker — SDKs & libraries
October 17, 2026
- New
SurfSense
Air-gapped, open-source NotebookLM alternative: a desktop AI agent that researches, transforms and edits your documents on your own machine — Document & PDF chat
October 17, 2026
- New
TranscriptionSuite
Free, open-source, fully local speech-to-text with live transcription, speaker diarization, a searchable audio notebook and multiple model backends — Speech-to-text
October 17, 2026
- New
OpenMontage
Open-source agentic video production: your AI coding assistant researches, scripts, generates and renders finished videos — Video generation
October 17, 2026
- New
LocalMind
Free, MIT-licensed Android and iPhone chat app for on-device models, Ollama, LM Studio and OpenRouter, with MCP tools — General chat clients
October 17, 2026
- New
Snug Protocol
Early-stage open protocol for AI-built personal apps that live in a portable, user-owned .snug file and run on any compatible host — Emerging protocols & open standards
October 17, 2026
- New
PixlStash
Self-hosted image library manager with local AI tagging, captioning, face and semantic search, and ComfyUI integration — Vision & OCR
October 17, 2026
- New
HiWaifu
Cloud roleplay and character chat for iPhone and iPad with long-term memory, lorebooks and group chats (18+) — Roleplay & companions
October 17, 2026
Latest Founder/Maker Reviews
- New
SpiritBox Ultimate
Ryan Lucas, developer of SpiritBox — The idea behind SpiritBox Ultimate is to bring Guide-based conversations, saved chats and spoken replies into one interface for people running local AI.
October 16, 2026
- New
Return Editor
Michał, developer — I like law. Not the paperwork, but the idea behind it: that people can agree on rules, write them down and hold each other to them. I think it is one of the most important things our civilization has built. The problem is that today most of it lives in long documents that few people can read with confidence. A lawyer's time is expensive, so many people sign contracts they have only skimmed, and lawyers spend hours on a first pass that software can do.
October 16, 2026
FriedrichAI
Randolph Smith, solo developer — FriedrichAI started almost by accident. I'm a longtime software QA guy, not an AI researcher. Local AI was incredibly interesting, but getting everything installed, configured and working could be a project in itself. So FriedrichAI gradually became an attempt to package that experience into something normal people could actually use.
October 9, 2026
PAIOS
Puzzak, developer — PAIOS is a pet project: a chat client for Gemini Nano that runs on the phone through Google AI Core. It first launched as "Gemini Nano" and gathered over 5,000 native installs in two days before Google removed the listing for impersonation.
October 5, 2026
TokForge
Isaac Maple, developer — So that's why I built it. I figure AI inference costs will keep going up and become more expensive for regular people to access AI they own, on their own devices, that isn't filtered or censored. So I wanted to make something that addressed that and was fast, free and without ads.
October 5, 2026
HilbertRaum
Vladimir Tosovic, HilbertraumAI — We want to make local AI as easy as possible — without having to deal with runtimes, quantization, or model files. In the best case, you just plug in a USB stick and get started.
September 25, 2026
Atlarix
Amariah Abishai, Founder, Norah Labs — Built Atlarix to be an AI coding agent trustworthy with a real codebase: one that plans, edits, runs the project's own tests, and never changes a file until the diff is approved — fully local when paired with Ollama or LM Studio.
September 25, 2026
Locally Uncensored
David, developer, LU Labs — My own local AI setup was a terminal running Ollama and a row of ComfyUI tabs, and every task meant switching between them. I wanted one installer that puts chat, a coding agent, image, video, and LoRA training on one screen, on my own PC, with nothing leaving it.
September 22, 2026
Cherry Studio
Seth, Cherry Studio Team — All they should need to say is "Help me get this done," and the Agent will automatically decide whether to query the knowledge base, trigger OCR, generate an image, process a file, or write a note.
September 20, 2026
Pocket AI
Faisal, developer — Every good local-model app on iPhone asked for an account, a subscription, or a server round trip first. Pocket AI runs entirely on-device via llama.cpp with Metal acceleration — no account, no server.
September 13, 2026
Latest Hands-on Tests
- New
Msty Studio on a 24 GB Mac: It Found My Ollama Models at Once, What It Is For Stayed Unclear to Me
Hands-on test on an M3 Mac with 24 GB. Existing Ollama models appeared without a second download. No image was generated.
October 16, 2026
- New
Unsloth on a 24 GB Mac: Polished App, Out of Memory Before the First Picture
Hands-on test on a 24 GB Mac, aimed at picture generation. Chat worked; picture models were refused for lack of memory, and no picture was made.
October 16, 2026
- New
DiffusionBee on a 24 GB Mac: Generating Worked at Once, Editing Mostly Did Not
Hands-on test on an M3 Mac with 24 GB. Pictures came out in about a minute; targeted edits to an existing picture mostly failed.
October 16, 2026
Draw Things on a 24 GB Mac: Fast When It Works, Blind Until It Does
Hands-on test on a MacBook Pro with M3 Pro. The first prompt returned a gray square. The second model worked.
October 9, 2026
BoBe Alpha on a 24 GB Mac: Easy to Install, Restarted When Deleted
Hands-on test on a MacBook Pro with M3 Pro. The in-app assistant did not name the macOS setting it needs, and the app restarted itself when the tester tried to delete it.
October 9, 2026
Page Assist on a 24 GB Mac: Sidebar Found, Page Not Understood
Hands-on test of the Ollama-based browser extension on an M3 Pro Mac. The toolbar icon opened a full-screen page instead of a sidebar. Once the sidebar was found, it counted words but did not read a Search Console page or act on a page.
October 9, 2026
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Recently Updated Content
- Updated
Best Prompt Engineering IDEs and Editors 2026
Updated October 17, 2026
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Download & Install Ollama on macOS, Windows & Linux
Updated October 17, 2026
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Best Local LLMs in 2026: Qwen3.8-27B, Gemma 4, and Phi-4-mini Ranked
Updated October 17, 2026
- Updated
Qwen3.8-27B vs Llama 4 vs Mistral: Local LLM Comparison 2026
Updated October 17, 2026
- Updated
Best Local LLMs for Coding 2026: Qwen3.8 27B, Devstral, Laguna
Updated October 17, 2026
- Updated
LLM Quantization Explained: Q4_K_M vs Q4_0 vs Q8_0 (2026)
Updated October 17, 2026
- Updated
Ollama Latest Version 2026: v0.40.5 + Best Models by Use Case
Updated October 17, 2026
- Updated
Local LLMs With VS Code and Cursor: Setup and Best Practices
Updated October 17, 2026
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Updated October 17, 2026
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Jan AI vs LM Studio: Which Is Better for Local LLMs?
Updated October 17, 2026
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What's your biggest local LLM headache?
Are you a founder? Tell us about your app →Did You Know?
AutoGPT is really two differently-licensed projects sharing one repo: the MIT-licensed classic CLI agent, and a separately-licensed hosted Platform product.
Read more: AutoGPT (Classic, Local) Review →