Memgraph
In-memory graph database used as the graph layer for GraphRAG pipelines and agent memory, with Cypher queries plus vector and text search.
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About Memgraph
Memgraph is listed in our memory & RAG category and is aimed at builders. In-memory graph database used as the graph layer for GraphRAG pipelines and agent memory, with Cypher queries plus vector and text search. Pricing, as the maker states it: Source-available + cloud. Maturity: Active. We last checked the official link on 2026-10-19.
Memgraph at a glance
- Category: Memory & RAG
- Built for: Developers and teams building with AI agents
- Pricing: Source-available + cloud (as the maker states it)
- GitHub: memgraph/memgraph · 4,622 stars (as of Oct 19, 2026)
- Official site: memgraph.com
- Listed on AgentScout: Oct 19, 2026
Memgraph FAQ
What is Memgraph?
In-memory graph database used as the graph layer for GraphRAG pipelines and agent memory, with Cypher queries plus vector and text search.
How much does Memgraph cost?
Memgraph's pricing, as the maker states it: Source-available + cloud. Check the official site for current plans.
Where can I find Memgraph's source code?
On GitHub at memgraph/memgraph, which had 4,622 stars as of Oct 19, 2026.
What are alternatives to Memgraph?
Similar tools include Chroma, seekdb, UltraRAG, Pieces, Zep and Mnemosyne.
Facts from our link-checked listing, the GitHub repository and the official site. See something wrong? Suggest an edit.
Memgraph ratings and reviews
Memgraph alternatives
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Pieces
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Zep
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