Memgraph

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics.

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README.md

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memgraph memgraph Public

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

C++ 4.6k 283
skills skills Public

Agent skills that should help you build awesome stuff with Memgraph

12
ai-toolkit ai-toolkit Public

Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

Python 112 13
gqlalchemy gqlalchemy Public

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 299 50
helm-charts helm-charts Public

Helm charts for deploying Memgraph, an open-source in-memory graph database.

Go Template 28 25
roadmap roadmap Public

Learn more about Memgraph product roadmap!

2

Repositories

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memgraph Public
High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

memgraph/memgraph's past year of commit activity

C++ 4,572 283 680 (20 issues need help) 131 Updated Sep 19, 2026
daily-builds Public
Daily Build Page for Memgraph and Mage

memgraph/daily-builds's past year of commit activity

Python 0 1 0 0 Updated Sep 19, 2026
pymgclient Public
Python Memgraph Client

memgraph/pymgclient's past year of commit activity

C 51 Apache-2.0 5 10 5 Updated Sep 18, 2026
ai-toolkit Public
Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.

memgraph/ai-toolkit's past year of commit activity

Python 112 MIT 13 53 4 Updated Sep 18, 2026
documentation Public
The official documentation for Memgraph open-source graph database.

memgraph/documentation's past year of commit activity

MDX 13 MIT 14 78 11 Updated Sep 18, 2026
helm-charts Public
Helm charts for deploying Memgraph, an open-source in-memory graph database.

memgraph/helm-charts's past year of commit activity

Go Template 28 Apache-2.0 25 3 1 Updated Sep 14, 2026
memgraph-docker-extension Public Forked from collabnix/memgraph-docker-extension
Docker extension for Memgraph, MAGE and Memgraph Lab

memgraph/memgraph-docker-extension's past year of commit activity

Dockerfile 17 4 1 0 Updated Sep 14, 2026
gqlalchemy Public
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.

memgraph/gqlalchemy's past year of commit activity

Python 299 Apache-2.0 50 36 (2 issues need help) 6 Updated Sep 10, 2026
ai-demos Public
Collection of Memgraph AI demos

memgraph/ai-demos's past year of commit activity

Jupyter Notebook 48 MIT 16 1 2 Updated Sep 10, 2026
jupyter-memgraph-tutorials Public
Learn to use Memgraph with the help of Jupyter Notebooks

memgraph/jupyter-memgraph-tutorials's past year of commit activity

Jupyter Notebook 32 MIT 7 1 0 Updated Sep 10, 2026