Agent Memory Infrastructure Vector Databases
There are 7 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 7 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=agent-memory-infrastructure&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
memgraph/memgraph
Open-source graph database, tuned for dynamic analytics environments. Easy... |
|
Established |
| 2 |
arpitnath/blink-query
DNS-inspired knowledge resolution layer for AI agents. Typed records, FTS5... |
|
Emerging |
| 3 |
Lyzr-Cognis/cognis
Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search,... |
|
Experimental |
| 4 |
timelabs-npo/rhea-memory
Python memory layer — SQLite KV store, timeline, compact context generator.... |
|
Experimental |
| 5 |
cpdata/meshmind
MeshMind is a knowledge management system that uses LLMs and graph databases... |
|
Experimental |
| 6 |
longevitycoach/StrunzKnowledge
This project aims to create a comprehensive, searchable knowledge base from... |
|
Experimental |
| 7 |
Infinities-pro/Infinities
An AI-native database designed for LLM applications, offering lightning-fast... |
|
Experimental |