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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++ 4.7k 299

  2. skills skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    Shell 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 119 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 303 51

  6. roadmap roadmap Public

    Learn more about Memgraph product roadmap!

    2

Repositories

Showing 10 of 96 repositories
  • documentation Public

    The official documentation for Memgraph open-source graph database.

    memgraph/documentation's past year of commit activity
    MDX 13 MIT 16 82 22 Updated Nov 13, 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++ 4,661 299 740 (20 issues need help) 211 Updated Nov 13, 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 13, 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 25 4 Updated Nov 12, 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 119 MIT 16 53 9 Updated Nov 12, 2026
  • marketplace Public

    Memgraph plugins for Claude Code and Codex: skills, docs search and database access for building with Memgraph, plus optional AI Memory.

    memgraph/marketplace's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Nov 9, 2026
  • skills Public

    Agent skills that should help you build awesome stuff with Memgraph

    memgraph/skills's past year of commit activity
    Shell 16 Apache-2.0 1 1 4 Updated Nov 6, 2026
  • pymgclient Public

    Python Memgraph Client

    memgraph/pymgclient's past year of commit activity
    C 53 Apache-2.0 6 10 6 Updated Nov 5, 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
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