Mwmbl 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?
FeatureMwmblQdrant
CategorySearch EnginesSearch Engines
LicenseAGPL-3.0Apache-2.0
LanguagePythonRust
Setup difficultyMediumMedium
Min. RAM1,024 MB512 MB
Deploymentdocker, bare-metaldocker, kubernetes, helm
GitHub stars★ 1,833★ 33,837
First released20212021
ReplacesGoogle Search, BingPinecone, Algolia

Why pick each one

Choose Mwmbl if…

  • Transparent non-profit model
  • Community driven
Mwmbl details

Choose Qdrant if…

  • Excellent performance
  • Easy to deploy
Qdrant details

Frequently asked questions

Is Mwmbl 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 Mwmbl and Qdrant free and open-source?

Yes. Mwmbl is licensed under AGPL-3.0 and Qdrant under Apache-2.0. Both can be self-hosted at no software cost.

Can I run Mwmbl and Qdrant with Docker?

Mwmbl: yes. Qdrant: yes.

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