8 Best AnythingLLM Alternatives in 2026 (Open Source)
AnythingLLM — The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.. Unlike Open WebUI (chat-only) or RAGFlow (enterprise RAG focus), AnythingLLM is the most complete all-in-one desktop AI app combining RAG, no-code agent builder, MCP compatibility, multi-user support, and embeddable widgets — requiring zero coding to set up a private AI workspace.
These 8 open-source tools do the same job. They are ordered by how closely they match AnythingLLM, with live GitHub data so you can see which projects are actively maintained.
| Tool | GitHub stars | Stars / 30d | Last commit |
|---|---|---|---|
| AnythingLLM(original) | 66.6k | +1,564 | 2026-09-30 |
| Open WebUI | 153.6k | +3,958 | 2026-09-21 |
| Cherry Studio | 52.3k | +1,580 | 2026-09-30 |
| LibreChat | 45.2k | +1,629 | 2026-09-30 |
| LobeHub | 82.9k | +1,368 | 2026-09-30 |
| Dify | 157.6k | +3,668 | 2026-09-30 |
| AutoGPT | 187.6k | +761 | 2026-09-30 |
| AgentPilot | 568 | +5 | 2025-05-15 |
| Chatbox | 41.9k | +442 | 2026-09-24 |
1. Open WebUI
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
What sets it apart: Unlike LM Studio (desktop-only, personal use), Open WebUI is a full multi-user platform with RAG, RBAC, SCIM provisioning, 9 vector DBs, and Google Drive/OneDrive integration — the most feature-complete self-hosted ChatGPT alternative
Best for: Teams wanting a self-hosted ChatGPT alternative with full data control and Ollama integration; Organizations needing enterprise-grade AI platform with LDAP/SCIM/SSO and multiple vector DB backends
2. Cherry Studio
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
What sets it apart: Unlike Lobe Chat (web-first) or AnythingLLM (RAG-focused), Cherry Studio is a polished Electron desktop client purpose-built for multi-provider LLM access with 300+ pre-built assistants and MCP support, requiring zero environment setup.
Best for: Power users who want a single desktop app to access multiple LLM providers without switching between web UIs; Users who need side-by-side multi-model comparison for prompt testing; Non-technical users wanting a ready-to-use ChatGPT-like desktop experience with no environment setup
3. LibreChat
Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message se
What sets it apart: Most feature-complete self-hosted ChatGPT alternative — uniquely combines agents, MCP, code interpreter, image gen, and multi-user auth in one package, unlike single-provider UIs
Best for: Organizations wanting a private, self-hosted ChatGPT replacement; Teams needing multi-user AI platform with access control and audit
4. LobeHub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effo
What sets it apart: Unlike ChatGPT (closed) or Open WebUI (simple chat wrapper), Lobe Chat is an open-source agent collaboration platform with Agent Groups, white-box personal memory, a 10,000+ MCP plugin marketplace, and multi-modal support — positioning it as a full human-agent co-evolution workspace.
Best for: Teams wanting a modern ChatGPT alternative with agent collaboration, memory, and 10,000+ plugins; Developers seeking a self-hostable, extensible chat framework with MCP marketplace support
5. Dify
Production-ready platform for agentic workflow development.
What sets it apart: Unlike LangGraph (code-first orchestration), Dify offers a complete visual IDE combining workflow builder, RAG pipeline, prompt engineering, and production monitoring in one platform — the Vercel of LLM apps
Best for: Teams building RAG-powered chatbots and AI apps with visual workflow and no backend coding; Product teams who need LLMOps monitoring alongside app development in one platform
6. AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
What sets it apart: Unlike CrewAI (code-first multi-agent orchestration), AutoGPT provides a visual drag-and-drop agent builder with a marketplace — targeting non-developers who want autonomous AI automations without writing code
Best for: Non-developers building automated content pipelines (Reddit to video, YouTube to social media); Teams wanting a visual agent builder with a marketplace of pre-built automations
7. AgentPilot
A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
What sets it apart: vs ChatGPT/Claude desktop: local multi-agent workflow builder with graph-based design, 20+ LLM providers via LiteLLM, branching chats, and built-in multi-language code interpreter
Best for: Power users building complex multi-agent workflows on desktop; Developers wanting visual graph-based agent orchestration with code execution
8. Chatbox
Powerful AI Client
What sets it apart: vs ChatGPT web app: supports multiple LLM providers with local data storage; vs Open WebUI: lighter desktop-native app with mobile support rather than self-hosted web UI
Best for: Desktop users wanting unified LLM chat interface; Privacy-conscious users preferring local data storage; Teams sharing API resources