Migrate from Neo4j to Memgraph

Memgraph is fully compatible with Neo4j’s Cypher query language and Bolt protocol, making it easy to transition your graph data with minimal effort.
Depending on your use case, dataset size, and workflow preferences, you can choose one of the following three migration methods.

Migrate using CSV files

This method involves exporting your Neo4j data to CSV and then importing it into Memgraph using the LOAD CSV command.

When to use

You prefer a manual, step-by-step migration process.
You want full control over data transformation and indexing.
Ideal for medium to large datasets when export/import time is acceptable.

Key features

Uses Neo4j’s APOC library to export data (CALL apoc.export.csv.all).
Data imported into Memgraph using LOAD CSV in Memgraph Lab.
Offers fine-grained control over node and relationship creation.

💡 Learn more → Migrate from Neo4j to Memgraph using CSV files

Migrate using a single Cypher query

This approach uses the migrate.neo4j procedure from the MAGE module to stream data directly from Neo4j into Memgraph — no intermediate files required.

When to use

You want a fast and automated migration process.
You prefer to avoid manual export/import steps.
Best for large or live datasets with minimal downtime.

Key features

Runs a single Cypher query to copy nodes and relationships.
Supports automatic property and label mapping.
Can selectively migrate entire graphs or subsets.
Available out of the box in the memgraph/memgraph-mage Docker image.

💡 Learn more → Migrate from Neo4j to Memgraph using a single Cypher query

Choose the right method

Each migration approach offers different benefits depending on your data size, complexity, and automation needs:

Scenario	Recommended method	Why
You want a hands-on process and control over data structure	CSV files	Gives you flexibility to inspect, clean, and transform data during migration.
You need a quick, end-to-end migration with minimal manual work	Single Cypher query	Fastest option for large or production datasets, and doesn’t require temporary files.
You’re migrating select parts of your graph or testing the process before a full migration	Single Cypher query	Supports partial or incremental transfers directly over the Bolt connection.
You’re working in a restricted or offline environment where direct connection between Neo4j and Memgraph isn’t possible	CSV files	Doesn’t require network access — just export and import files manually.

💡 Tip: If you’re unsure which to choose, start with the CSV method for better visibility into your data, then use the Cypher query method for production migrations once you’re confident in the process.

Memgraph’s office hours

Schedule a 30 min session with one of our engineers to discuss how Memgraph fits with your architecture. Our engineers are highly experienced in helping companies of all sizes to integrate and get the most out of Memgraph in their projects. Talk to us about data modeling, optimizing queries, defining infrastructure requirements or migrating from your existing graph database. No nonsense or sales pitch, just tech.

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CYPHERL Using CSV files