The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

python tree-sitter ai mcp code-analysis ast monorepo knowledge-graph developer-tools graph-database multi-language semantic-search rag memgraph code-understanding llm retrieval-augmented-generation mcp-server claude-code codebase-search

• Updated Nov 12, 2026
• Python

MAGE - Memgraph Advanced Graph Extensions 🔮

open-source graph-algorithms stream-processing graph-database cypher real-time-analytics memgraph

• Updated Jan 23, 2026
• C++

GQLAlchemy is a library developed with the purpose of assisting in writing and running queries on Memgraph. GQLAlchemy supports high-level connection to Memgraph as well as modular query builder.

python neo4j graphs networkx query-builder graph-database schema-validation ogm object-graph-mapper neo4j-client memgraph

• Updated Sep 10, 2026
• Python

Open-source tools for AI on Memgraph: persistent agent memory, knowledge graphs, GraphRAG, and integrations for LangChain, LightRAG, and MCP.

agent graph graph-algorithms memory mcp memgraph agentic-ai knoweldge-graph mcp-server

• Updated Nov 12, 2026
• Python

PHP library to provide connectivity to graph database over TCP socket with Bolt specification

php neo4j driver bolt graph-databases amazon-neptune ongdb bolt-protocol memgraph arcadedb nodes-2022 tugraph dozerdb ladybugdb grafeo nornicdb

• Updated Nov 10, 2026
• PHP

GUI admin tool for graph databases.

administration neo4j graph-databases cypher-query-language amazon-neptune bolt-protocol memgraph

• Updated Oct 27, 2026
• TypeScript

A graph-powered Reddit explorer that can perform real-time graph visualizations and sentiment analysis.

reddit reddit-api network-analysis memgraph

• Updated Oct 5, 2026
• Python

The official documentation for Memgraph, Memgraph Lab, GQLAlchemy and MAGE

documentation in-memory graph-database graph-databases memgraph

• Updated Sep 18, 2023
• MDX

Python Memgraph Client

python client database-adapter python-programming-language memgraph

• Updated Nov 5, 2026
• C

mgconsole is a command-line interface (CLI) used to interact with Memgraph from any terminal or operating system.

cli memgraph

• Updated Nov 3, 2026
• C++

Memgraph database adapter for Rust programming language.

rust client database-connector bolt memgraph

• Updated Jul 10, 2026
• Rust

C/C++ Memgraph Client

c client cpp memgraph

• Updated Jul 22, 2026
• C

Analyzing a network of tweets and retweets using graph algorithms

streaming twitter kafka pagerank pagerank-algorithm kafka-streams streaming-data memgraph online-pagerank

• Updated Oct 5, 2026
• JavaScript

A Spotify song recommendation engine built with the power of graph analytics.

spotify graph-algorithms spotify-api pager memgraph

• Updated Oct 5, 2026
• Python

Python library for a lossless round trip between IFC files (STEP, and IFC5 on trial) and labelled property graphs in Neo4j and Memgraph: the same file back, a change in the graph reaches the file, checks against the schema, buildingSMART's rules and IDS, paths from GlobalId, boxes and meshes, and a building merged into another project.

python neo4j ids graph-database lossless bim openbim ifc cypher property-graph step buildingsmart ifcopenshell ifc2x3 ifc4 memgraph iso-10303-21 ifcx ifc5 ifc4x3

• Updated Nov 12, 2026
• Python

Rust DFIR tool that massively parses cross-platform evidence, even deleted logs, into a lateral movement timeline and graph database.

rust neo4j vss incident-response dfir graph-database event-log threat-hunting digital-forensics cypher ual evtx kape lateral-movement velociraptor memgraph digital-forensics-incident-response windows-forensics digital-forensic-tool forensic-tool

• Updated Nov 9, 2026
• Rust

Curated list of awesome Memgraph resources

awesome awesome-list memgraph

• Updated Apr 23, 2023

Learn to use Memgraph with the help of Jupyter Notebooks

data-science workshop jupyter notebook jupyter-notebook graph-database jupyter-notebooks cypher memgraph

• Updated Sep 10, 2026
• Jupyter Notebook

This project implements dynamic shortest-path routing for Starlink using Memgraph. Starlink satellites are low earth orbit communications satellites currently being launched and operated by SpaceX.

graph-algorithms graph-database cypher starlink memgraph

• Updated May 16, 2024
• JavaScript

Bolt protocol support for a Kubernetes cluster with authentication via Ingress

kubernetes proxy bolt hacktoberfest kubernetes-deployment bolt-protocol memgraph hacktoberfest2021

• Updated Mar 3, 2023
• Go