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Support tools for a seamless development experience

Query, visualize and plug and play complex query modules with Memgraph’s toolbox, or try out Memgraph with an interactive learning platform

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The Toolbox

The Memgraph Ecosystem

Memgraph Advanced Graph Extensions (MAGE) is an open-source repository that contains graph algorithms and query modules written in multiple programming languages, all runnable inside Memgraph.

Written by the Memgraph team and its users, it's open to contributions and highly customizable.

Explore Mage
The Toolbox

The Memgraph Ecosystem

Compatible with all Memgraph deployment types, mgconsole is Memgraph’s command-line interface: the easiest way to execute openCypher queries against Memgraph and explore your results.

It’s included in the Memgraph Community download package to be used immediately! 

Download mgconsole
The Toolbox

The Memgraph Ecosystem

Memgraph Lab is a visual user interface that connects your local Memgraph instance or Cloud account. You can use Lab to import, explore and visualize your data as well as execute and optimize Cypher queries. 

The Toolbox

The Memgraph Ecosystem

Connect to Memgraph from your favorite programming language. We support a wide range of drivers. Explore how to connect via driver in our docs by clicking on the desired language:

The Toolbox

The Memgraph Ecosystem

Memgraph Playground is a web platform with lessons, tutorials and query examples on how complex data can be explored using the Query language. No need to install Memgraph - play around in browser and experience Memgraph. 

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11 data sets, over 60 queries
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Step by Step Guides
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Custom Queries
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Graph Styles
Go to playground
Toolbox Playground

Add Memgraph to your existing stack and get more bang from your data

Memgraph is widely compatible and supported by a range of products which enable you to take full advantage of your (streaming) data without building time-intensive custom microservices, or worrying about performance engineering and operations. Enrich your data flows with deep connections and