Comet Lab Atlas

Surface layer

Chat & assistant UIs

Ready-made chat front-ends — the window a person actually types into.

10 tools 10 with full write-ups Open this layer in the explorer

Open WebUI

Chat & assistant UIs

A self-hosted, feature-rich chat interface for local and remote models — the most common front door for a private assistant.

Open sourceSelf-host

AnythingLLM

Chat & assistant UIs

An all-in-one desktop or self-hosted app that turns a folder of documents into a chat assistant with workspaces.

Open sourceSelf-host

big-AGI

Chat & assistant UIs

A feature-rich open-source AI suite with personas, multi-model chat, and side-by-side response comparison.

Open sourceSelf-host

Chatbox

Chat & assistant UIs

A cross-platform desktop client for chatting with many model providers and local models from one app.

Open sourceSelf-host

Hollama

Chat & assistant UIs

A minimal, self-hostable web UI for Ollama and OpenAI-compatible endpoints, with no database to run.

Open sourceSelf-host

Jan

Chat & assistant UIs

An open-source, offline-first desktop app for running AI models locally — a private ChatGPT alternative.

Open sourceSelf-host

LibreChat

Chat & assistant UIs

An open-source ChatGPT-style interface that unifies many model providers behind one familiar, extensible UI.

Open sourceSelf-host

LobeChat

Chat & assistant UIs

A polished open-source chat UI with a plugin system, custom agents, and broad multi-model support.

Open sourceSelf-host

Msty

Chat & assistant UIs

A desktop app for local and remote models, focused on a frictionless one-click setup.

ProprietarySelf-host

TypingMind

Chat & assistant UIs

A commercial front-end that puts your own provider API keys behind one polished chat UI.

Proprietary