Agent Memory Infrastructure Vector Databases

There are 2 agent memory infrastructure tools tracked. 1 score above 50 (established tier). The highest-rated is memgraph/memgraph at 69/100 with 3,841 stars. 1 of the top 10 are actively maintained.

Get all 2 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=agent-memory-infrastructure&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 memgraph/memgraph

Open-source graph database, tuned for dynamic analytics environments. Easy...

69
Established
2 Lyzr-Cognis/cognis

Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search,...

29
Experimental