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Memgraph

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

Memgraph

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  1. 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 288

  2. skills skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    15 1

  3. ai-toolkit ai-toolkit Public

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

    Python 116 15

  4. 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 301 52

  5. helm-charts helm-charts Public

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

    Go Template 28 25

  6. roadmap roadmap Public

    Learn more about Memgraph product roadmap!

    2

Repositories

Showing 10 of 95 repositories
  • documentation Public

    The official documentation for Memgraph open-source graph database.

    memgraph/documentation's past year of commit activity
    MDX 13 MIT 16 80 11 Updated Oct 20, 2026
  • pymgclient Public

    Python Memgraph Client

    memgraph/pymgclient's past year of commit activity
    C 53 Apache-2.0 6 10 6 Updated Oct 20, 2026
  • 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++ 4,623 288 719 (20 issues need help) 164 Updated Oct 20, 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 2 Updated Oct 20, 2026
  • pr-checker Public

    Action to check pull request labels and change-log items.

    memgraph/pr-checker's past year of commit activity
    Python 0 0 0 0 Updated Oct 20, 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 116 MIT 15 45 5 Updated Oct 20, 2026
  • kubernetes-operator Public

    Memgraph Kubernetes Operator

    memgraph/kubernetes-operator's past year of commit activity
    Go 2 Apache-2.0 2 7 1 Updated Oct 20, 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 Oct 20, 2026
  • memgraph-platform Public

    Memgraph Platform is a multi-container application containing Memgraph+MAGE and Memgraph Lab.

    memgraph/memgraph-platform's past year of commit activity
    PowerShell 26 Apache-2.0 2 22 2 Updated Oct 19, 2026
  • skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    memgraph/skills's past year of commit activity
    15 1 1 4 Updated Oct 16, 2026
View all repositories