From $65 per month · Free plan🇺🇸
Graph database with vector search, GraphRAG building blocks and Aura Agent, as managed AuraDB or self-managed.
Memgraph AI features and pricing (October 2026)
In-memory graph database with vector search, GraphRAG tooling and MCP support, as open-source Community Edition or Enterprise.
Contact for pricingFree plan
Pricing: Contact for pricing
Community Edition free and open source according to the vendor, while the repository code is licensed under the Business Source License 1.1; Enterprise priced by memory capacity with no per-query fees, 30-day free trial; managed cloud on AWS in six regions (as of September 2026).
What is Memgraph?
Memgraph is an in-memory graph database for real-time analytics, knowledge graphs and GraphRAG. Developers query it with Cypher, run graph algorithms and connect it to language models and agent frameworks.
The Community Edition is free and, according to Memgraph, open source and production ready; the source code in the repository is licensed under the Business Source License 1.1. It includes replication, stream connectors for Kafka, Pulsar and Redpanda, vector search and the MAGE algorithm library. Enterprise adds security, compliance features, multi-tenancy and support, priced by memory capacity. A managed cloud on AWS targets prototyping and early projects. Documentation covers GraphRAG, MCP, agents and tools that turn SQL or unstructured data into graphs.
Memgraph AI features and use cases
- Translates questions into graph queriesText2Cypher lets a language model turn a question into a Cypher query against the graph. Business users can ask about connected data without learning the query language.
- Retrieves connected context for LLMsAgentic GraphRAG and local graph search pull related entities and relationships for a question. Assistants answer with context that spans several linked records.
- Stores memory for AI agentsMemgraph serves as a backend for agent memory tools such as Mem0 and Cognee. Agents keep facts and their relationships across sessions.
What sets Memgraph apart
- In-memory engine with stream connectors for real-time graph updates.
- Enterprise priced by memory only, with replicas and algorithms included.
- Documentation and MCP server for AI agents to search the docs.
Where Memgraph is strongest
United Kingdom Available internationally
Memgraph Ltd. is registered in England and Wales and has its registered office in the United Kingdom.
Questions to ask before you buy Memgraph
Size memory carefully, since the whole graph is held in RAM and Enterprise pricing scales with memory capacity. Read the Business Source License 1.1 of the repository before you rely on the Community Edition, especially if you want to embed Memgraph in a product or hosted service, for which Memgraph sells an OEM and SaaS license. Check whether you need Enterprise features such as access control and multi-tenancy. The managed cloud runs on AWS, so ask which region hosts your data.
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Questions about Memgraph
Is Memgraph free?
The Community Edition is free and production ready. Memgraph calls it open source, while the repository code is licensed under the Business Source License 1.1. Enterprise is paid and priced by memory capacity.
Can I test Memgraph Enterprise?
Yes. Memgraph offers a free 30-day Enterprise trial on request.
Does Memgraph support vector search?
Yes. Vector search is included in the Community Edition alongside Cypher queries and graph algorithms.
Memgraph update historyno updates yet
No changes recorded for Memgraph yet.
Changes the vendor made and confirmed user reports, each checked against the vendor's own pages. We review every tool monthly.
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