AnythingLLM vs SecureAI Tools
A side-by-side comparison of two self-hosted self-hosted ai options — licensing, setup difficulty, resource needs, and what each one replaces.
AnythingLLM
All-in-one desktop and server RAG application
VS
SecureAI Tools
Private AI chat and document analysis you fully control
| Feature | AnythingLLM | SecureAI Tools |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Health score | 100 · Excellent | 16 · At risk |
| Category | Self-Hosted AI | Self-Hosted AI |
| License | MIT | AGPL-3.0 |
| Language | JavaScript | TypeScript |
| Setup difficulty | Medium | Easy |
| Min. RAM | 4,096 MB | 2,048 MB |
| Deployment | docker, binary, bare-metal | docker |
| GitHub stars | ★ 66,385 | ★ 1,726 |
| First released | 2023 | 2023 |
| Replaces | ChatGPT, NotebookLM | ChatGPT |
What are AnythingLLM and SecureAI Tools?
AnythingLLM
AnythingLLM is a full-stack application that turns documents, websites, and media into a private chatbot with retrieval-augmented generation. It supports many LLM providers and vector databases and includes multi-user workspaces and AI agents.
- Document and web RAG
- Workspace-based chats
- Pluggable LLM and vector backends
- Built-in agents
SecureAI Tools
SecureAI Tools is a self-hosted AI productivity suite for chatting with models and analyzing documents privately. It supports both local model backends and remote APIs while keeping your data on your own server.
- Chat with local models
- Document question answering
- Multi-user organizations
- Self-hosted privacy
AnythingLLM vs SecureAI Tools: key differences
AnythingLLM is written in JavaScript, while SecureAI Tools is built with TypeScript. Licensing differs — MIT for AnythingLLM versus AGPL-3.0 for SecureAI Tools. SecureAI Tools is the lighter option, starting around 2,048 MB of RAM against 4,096 MB for AnythingLLM. AnythingLLM has the considerably larger community, at 66,385 GitHub stars versus 1,726.
Why pick each one
Choose AnythingLLM if…
- All-in-one RAG stack
- Many LLM providers
- Built-in AI agents
Watch out for
- Heavy with local models
- Quality depends on models
Choose SecureAI Tools if…
- Released under the AGPL-3.0 license
- Easy to set up — beginner-friendly
- First-class Docker support for quick deployment
- Active community (1.7k GitHub stars)
Frequently asked questions
Is AnythingLLM or SecureAI Tools better?
Neither is universally better. AnythingLLM has the larger community, while SecureAI Tools is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are AnythingLLM and SecureAI Tools free and open-source?
Yes. AnythingLLM is licensed under MIT and SecureAI Tools under AGPL-3.0. Both can be self-hosted at no software cost.
Can I run AnythingLLM and SecureAI Tools with Docker?
AnythingLLM: yes. SecureAI Tools: yes.
Which is lighter on resources, AnythingLLM or SecureAI Tools?
SecureAI Tools has the smaller minimum footprint at 2,048 MB of RAM, compared to about 4,096 MB for AnythingLLM. Real-world usage depends on library size, user count, and enabled features.