More AI vs AnythingLLM
AnythingLLM is an open-source all-in-one app for private chat and document Q&A with any model. More AI is a free desktop app with a coding agent, document generation and scheduled routines — both keep your data on your machine and let you bring your own keys.
AnythingLLM is an open-source, all-in-one app for private AI: chat, document Q&A (RAG) and agents, working with any model — local via tools like Ollama or LM Studio, or cloud with your own keys. It’s a strong choice for turning your documents into a private knowledge base.
More AI is also local-first and bring-your-own-key, but it leans toward doing work: Cowork reads and edits files and produces Word, Excel and PowerPoint documents, Code is a repository coding agent, and routines run on a schedule. Here’s how the two overlap and differ.
| More AI | AnythingLLM | |
|---|---|---|
| Focus | Doing work: documents, coding agent, routines | Private chat and document Q&A (RAG) over your files |
| Models | Cloud providers (BYOK) and local models | Any model: local (Ollama/LM Studio) or cloud (BYOK) |
| What you pay | Free app; you pay your provider per use, at cost | Free, open source; you pay your provider per use |
| Open source | Closed-source app, free to use | Yes |
| Account | Optional — works fully without one | Not required (desktop) |
| Document generation | Generates Word, Excel and PowerPoint with visible diffs | Focused on Q&A over documents, not authoring Office files |
| Coding agent | Code mode works on your repositories | General agents/tools, not a dedicated repo coding agent |
What is AnythingLLM?
AnythingLLM is an open-source desktop (and self-hostable) app that brings chat, document Q&A and agents together. You load your documents into workspaces and ask questions across them (RAG), using any model — local or cloud — with your own keys. Your data stays on your machine, and no account is required for the desktop app.
It’s especially good at turning a pile of documents into a private, searchable knowledge base.
What is More AI?
More AI is a free desktop app with Chat, Cowork and Code modes plus scheduled routines. Cowork reads and edits the files in a folder and authors Word, Excel and PowerPoint documents with visible diffs; Code is a planning coding agent for your repositories with an approval model.
It’s also local-first and bring-your-own-key with local-model support, so the privacy posture overlaps with AnythingLLM — the difference is emphasis: producing documents and changing code, not only answering questions about documents.
When AnythingLLM is the better choice
AnythingLLM is the better pick in clear cases.
- Your main need is chatting with, and asking questions across, your documents (RAG).
- You want an open-source app you can self-host, with multi-user workspaces.
- You’re building a private knowledge base over a document collection.
When More AI fits better
More AI fits when you want to produce work, not just query documents.
- You want an AI that authors Word, Excel and PowerPoint files with visible diffs.
- You want a coding agent that works on your repositories.
- You want scheduled routines that run AI tasks on your machine.
- You still want local-first data, BYO keys and local models, with no required account.
FAQ
Do both keep my data local and support local models?
Yes. Both are local-first, bring-your-own-key and can run against local models, so you can work offline and keep your data on your machine.
Is More AI open source like AnythingLLM?
AnythingLLM is open source. More AI’s app is free to use but not open source. Both let you use any model with your own keys.
What’s the main difference?
AnythingLLM focuses on chatting with and querying your documents (RAG). More AI focuses on doing work — authoring documents, editing files and changing code — plus scheduled routines.
Do I need an account?
No — More AI works fully without one. An optional free account only powers cross-device sync.