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1. 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++ 4.3k 254

2. Agent skills that should help you build awesome stuff with Memgraph

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

   Python 110 14

4. 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 298 50

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

   Go Template 28 24

6. Learn more about Memgraph product roadmap!

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