What are the best alternatives to Chroma AI?

The top alternatives to Chroma AI are Supabase, Chroma MCP Server, Weaviate, ranked by real usage data on Unfragile.

Are there free alternatives to Chroma AI?

Yes, 18 free alternatives to Chroma AI exist, including Supabase, Chroma MCP Server, Weaviate.

20 alternatives ranked by real usage data. Chroma AI scores 44/100 — 20 tools score higher.

Gradient generation for emotional association in...

20 alternatives

18 free options

20 score higher

Open-source Firebase alternative — Postgres + pgvector, auth, storage, edge functions, real-time.