DeepTutor vs goose
The two are close in size: 41.9k stars for DeepTutor, 55.5k for goose. Over the days we have tracked them DeepTutor moved +43.5% and goose +7.7%, so DeepTutor is growing faster right now.
DeepTutor leads on context depth and noise control. goose does not take any axis by a clear margin.
Stars and commit dates come from our own daily tracking. The six axes are read off each project's documentation by our review pipeline, so they describe what a project says about itself, not what we measured in its code.
Where they stand today
A self-hostable, multi-agent tutoring platform with built-in RAG, three-layer persistent memory and a pluginable Skills ecosystem for lifelong personalized learning.
- Stars
- 41.9k
- Tracked growth
- +43.5%
- Maturity
- ●●●●●
- Last commit
- 16h ago
- Language
- Python
- License
- Apache-2.0
- Cost to run
- Free to self-host; uses your model API key or local LLMs
A native, local-first agent with desktop app, CLI, and an extensible plugin ecosystem (Model Context Protocol) plus broad provider support.
- Stars
- 55.5k
- Tracked growth
- +7.7%
- Maturity
- ●●●●●
- Last commit
- 30m ago
- Language
- Rust
- License
- Apache-2.0
- Cost to run
- Your API key for cloud models; can use local models.
Six axes, head to head
Each axis runs 0 to 5. The label under a score is what that project's own docs claim, not a category average.
| Axis | DeepTutor | goose |
|---|---|---|
Context depth How much of your codebase it sees before it answers: the open diff, the diff plus related files, or the whole repository. | ●●●●● Multi-doc RAG | ●●●●● Diff/File only |
Noise control How it keeps output volume down — severity thresholds, deduplication, incremental runs over new commits only. | ●●●●● Basic filters | ●●●●● None mentioned |
Customization How far it bends to your team: custom rules, prompts, style guides, per-path config. | ●●●●● Plugin & skills | ●●●●● Extensions & distro |
Privacy Whether your code stays on your own infrastructure: fully local, self-hostable, or cloud API only. | ●●●●● Fully local | ●●●●● Self-hostable |
Model freedom Whether you can point it at any provider, or it is wired to one. | ●●●●● BYOK + local | ●●●●● BYO key & local |
Setup ease What it takes to get a first useful run out of it. | ●●●●● One-command start | ●●●●● One-command install |
Which one to pick
Pick DeepTutor if…
Privacy-first — run locally or with your own API keys while getting a production-grade, extensible tutoring stack (agents, RAG, persistent memory, and Skills marketplace).
- Context depth: Multi-doc RAG (3/5 against 1/5)
- Noise control: Basic filters (3/5 against 1/5)
Pick goose if…
Privacy-first — run a native desktop/CLI agent locally while still using your preferred cloud or local models and many extensions.
What people want from each one
HKUDS/DeepTutor
Hacker News: DeepTutor: Agent-Native Personalized Tutoring drew 2 points and 0 comments.
aaif-goose/goose
Hacker News: Goose: An open-source, extensible AI agent that goes beyond code suggestions drew 249 points and 68 comments.
Questions people ask
Is DeepTutor better than goose?
DeepTutor leads on context depth and noise control. goose does not take any axis by a clear margin. DeepTutor is worth picking when privacy-first — run locally or with your own API keys while getting a production-grade, extensible tutoring stack (agents, RAG, persistent memory, and Skills marketplace).
Which of DeepTutor and goose keeps my code private?
DeepTutor: Fully local (5/5). goose: Self-hostable (4/5).
What does each one cost to run?
DeepTutor: Free to self-host; uses your model API key or local LLMs. goose: Your API key for cloud models; can use local models..
Full profiles: HKUDS/DeepTutor and aaif-goose/goose. Everything else in Personal assistants.