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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 298

  2. skills skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    16 1

  3. kubernetes-operator kubernetes-operator Public

    Memgraph Kubernetes Operator

    Go 3 2

  4. ai-toolkit ai-toolkit Public

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

    Python 118 16

  5. 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 302 51

  6. roadmap roadmap Public

    Learn more about Memgraph product roadmap!

    2

Repositories

Showing 10 of 95 repositories
  • 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++ 4,647 298 734 (20 issues need help) 216 Updated Nov 4, 2026
  • documentation Public

    The official documentation for Memgraph open-source graph database.

    memgraph/documentation's past year of commit activity
    MDX 13 MIT 18 82 16 Updated Nov 4, 2026
  • ai-toolkit Public

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

    memgraph/ai-toolkit's past year of commit activity
    Python 118 MIT 16 53 8 Updated Nov 4, 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 Nov 4, 2026
  • roadmap Public

    Learn more about Memgraph product roadmap!

    memgraph/roadmap's past year of commit activity
    2 0 2 0 Updated Nov 3, 2026
  • mgconsole Public

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

    memgraph/mgconsole's past year of commit activity
    C++ 52 GPL-3.0 8 17 (1 issue needs help) 3 Updated Nov 3, 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 0 Updated Nov 3, 2026
  • kubernetes-operator Public

    Memgraph Kubernetes Operator

    memgraph/kubernetes-operator's past year of commit activity
    Go 3 Apache-2.0 2 7 0 Updated Nov 3, 2026
  • skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    memgraph/skills's past year of commit activity
    16 1 1 7 Updated Nov 2, 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 29, 2026
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