MindSearch vs Qdrant
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
MindSearch
LLM-based multi-agent framework for web search answers
VS
Qdrant
High-performance open-source vector search engine
| Feature | MindSearch | Qdrant |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | Apache-2.0 |
| Language | JavaScript | Rust |
| Setup difficulty | Medium | Medium |
| Min. RAM | 2,048 MB | 512 MB |
| Deployment | docker, source | docker, kubernetes, helm |
| GitHub stars | ★ 6,912 | ★ 33,837 |
| First released | 2024 | 2021 |
| Replaces | Perplexity AI | Pinecone, Algolia |
Why pick each one
Choose MindSearch if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Mature project with 6.9k GitHub stars
- Written in JavaScript
Frequently asked questions
Is MindSearch or Qdrant better?
Neither is universally better. Qdrant has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are MindSearch and Qdrant free and open-source?
Yes. MindSearch is licensed under Apache-2.0 and Qdrant under Apache-2.0. Both can be self-hosted at no software cost.
Can I run MindSearch and Qdrant with Docker?
MindSearch: yes. Qdrant: yes.