awesome-memgraph
github.com/kgolubic/awesome-memgraph ↗Curated list of awesome Memgraph resources
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
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Installation instructions →What's inside
Applications
- Air Traffic Routing with Memgraph
- Analyze Infrastructure Networks with Dynamic Betweenness Centrality
- Building a Recommendation System using Memgraph
- How Node2Vec works
A random walk-based node embedding method.
- How to style your graphs in Memgraph Lab
- How to Visualize a Social Network in Python with a Graph Database: Flask + Docker + D3.js
Tutorials
Drivers
- C#
driver for connecting to Memgraph using C#.
- Go
driver for connecting to Memgraph using Go.
- Java
driver for connecting to Memgraph using Java.
- JavaScript
driver for connecting to Memgraph using JavaScript.
- Node.js
driver for connecting to Memgraph using Node.js.
- PHP
driver for connecting to Memgraph using PHP.
Articles
Resources
- Getting started with CypherDocumentation
- Getting started with MemgraphDocumentation
- GQLAlchemyTools
a standalone Object Grap Mapper (OGM) for Python that allows you to write object-oriented code to communicate with graph databases.
- MAGETools
an open-source library that contains graph algorithms in the form of query modules you can use right away with our graph database.
- Memgraph Docker imagesDocker images
- Memgraph documentationDocumentation
Talks
- GQLAlchemy 1.1
Demo.
- Graph-based stream processing with Apache Kafka
- MAGE 1.1 Live Demo
Analyzing a Twitter network with PageRank, node2vec & Community detection.
- Memgraph 2.1
Live Demo with Dominik, CEO & Marko, CTO.
Showing a sample of 63 resources. View the full list on GitHub →