# Memgraph direct download links You can download all of the Memgraph database packages from the [Memgraph Download Hub](https://memgraph.com/download/). If you need direct links for the latest version of Memgraph database, take a look at the list below. > **Info** > > As of version 3.13, the Linux packages are **distro-agnostic**: there is a > single `.deb` for all Debian-family distributions and a single `.rpm` for all > RHEL-family distributions, per architecture. They run on any Linux with glibc > 2.31 or newer (Debian 12+, Ubuntu 22.04+, RHEL/CentOS/Rocky 9+, Fedora 42+). > > The Linux packages (`.deb` and `.rpm`) are built in stripped `RelWithDebInfo` > mode and are performance-equivalent to the former `Release` builds. Their debug > symbols are shipped separately as `memgraph-debuginfo` sidecar packages, which > you only need when debugging with `gdb` or analyzing a core dump. See > [Debugging Memgraph](https://memgraph.com/docs/database-management/debugging) for details. ## Docker - [https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64/memgraph-3.13.1-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64/memgraph-3.13.1-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64/memgraph-3.13.1-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64/memgraph-3.13.1-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-malloc-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-malloc-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-malloc-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-malloc-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-malloc-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-malloc-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-malloc-relwithdebinfo/memgraph-3.13.1-relwithdebinfo-malloc-docker.tar.gz) - [https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-fips/memgraph-3.13.1-fips-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-x86_64-fips/memgraph-3.13.1-fips-docker.tar.gz) (FIPS 140-3) - [https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-fips/memgraph-3.13.1-fips-docker.tar.gz](https://download.memgraph.com/memgraph/v3.13.1/docker-aarch64-fips/memgraph-3.13.1-fips-docker.tar.gz) (FIPS 140-3) The FIPS images are also published to Docker Hub as `memgraph/memgraph:3.13.1-fips`. See [FIPS 140-3 compliant image](https://memgraph.com/docs/getting-started/install-memgraph/docker#fips-140-3-compliant-image) for what they contain and how to run them. ## Linux One package per package format and architecture. The `.deb` installs on any Debian-family distribution (Debian 12+, Ubuntu 22.04+) and the `.rpm` on any RHEL-family distribution (RHEL/CentOS/Rocky 9+, Fedora 42+). Each main package has a matching `memgraph-debuginfo` package containing its debug symbols. The `-malloc` variants are builds without jemalloc, using the system allocator (x86_64 only). The `-no-python` variants are built without embedded Python support, so they cannot run Python query modules or Python auth modules. These are the packages that the FIPS 140-3 Docker image is built from — Python is excluded because the auth-module wheels bundle their own statically linked copy of OpenSSL, which would be a second, unvalidated cryptographic module. You can install them directly if you need a Python-free Memgraph, but note that the packages do not ship the validated OpenSSL FIPS provider: that comes from the host's OpenSSL configuration, and the [FIPS 140-3 Docker image](https://memgraph.com/docs/getting-started/install-memgraph/docker#fips-140-3-compliant-image) provides it ready-configured. ### Debian / Ubuntu (`.deb`) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb/memgraph_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb/memgraph_3.13.1-1_amd64.deb) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb/memgraph-debuginfo_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb/memgraph-debuginfo_3.13.1-1_amd64.deb) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb/memgraph_3.13.1-1_arm64.deb](https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb/memgraph_3.13.1-1_arm64.deb) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb/memgraph-debuginfo_3.13.1-1_arm64.deb](https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb/memgraph-debuginfo_3.13.1-1_arm64.deb) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-malloc/memgraph_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-malloc/memgraph_3.13.1-1_amd64.deb) (system allocator) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-malloc/memgraph-debuginfo_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-malloc/memgraph-debuginfo_3.13.1-1_amd64.deb) (system allocator) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-no-python/memgraph_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-no-python/memgraph_3.13.1-1_amd64.deb) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-no-python/memgraph-debuginfo_3.13.1-1_amd64.deb](https://download.memgraph.com/memgraph/v3.13.1/x86_64-deb-no-python/memgraph-debuginfo_3.13.1-1_amd64.deb) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb-no-python/memgraph_3.13.1-1_arm64.deb](https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb-no-python/memgraph_3.13.1-1_arm64.deb) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb-no-python/memgraph-debuginfo_3.13.1-1_arm64.deb](https://download.memgraph.com/memgraph/v3.13.1/aarch64-deb-no-python/memgraph-debuginfo_3.13.1-1_arm64.deb) (no Python support) ### RHEL / CentOS / Rocky / Fedora (`.rpm`) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm/memgraph-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm/memgraph-3.13.1_1-1.x86_64.rpm) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm/memgraph-3.13.1_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm/memgraph-3.13.1_1-1.aarch64.rpm) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm/memgraph-debuginfo-3.13.1_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm/memgraph-debuginfo-3.13.1_1-1.aarch64.rpm) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-malloc/memgraph-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-malloc/memgraph-3.13.1_1-1.x86_64.rpm) (system allocator) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-malloc/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-malloc/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm) (system allocator) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-no-python/memgraph-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-no-python/memgraph-3.13.1_1-1.x86_64.rpm) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-no-python/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm](https://download.memgraph.com/memgraph/v3.13.1/x86_64-rpm-no-python/memgraph-debuginfo-3.13.1_1-1.x86_64.rpm) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm-no-python/memgraph-3.13.1_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm-no-python/memgraph-3.13.1_1-1.aarch64.rpm) (no Python support) - [https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm-no-python/memgraph-debuginfo-3.13.1_1-1.aarch64.rpm](https://download.memgraph.com/memgraph/v3.13.1/aarch64-rpm-no-python/memgraph-debuginfo-3.13.1_1-1.aarch64.rpm) (no Python support) # MAGE direct download links ## Docker - [MAGE Docker amd64 (release)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64/mage-3.13.1.tar.gz) - [MAGE Docker arm64 (release)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-aarch64/mage-3.13.1-arm64.tar.gz) - [MAGE Docker amd64 (relwithdebinfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64-relwithdebinfo/mage-3.13.1-relwithdebinfo.tar.gz) - [MAGE Docker arm64 (relwithdebinfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-aarch64-relwithdebinfo/mage-3.13.1-arm64-relwithdebinfo.tar.gz) - [MAGE Docker amd64 (malloc)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64-malloc/mage-3.13.1-malloc.tar.gz) - [MAGE Docker amd64 (relwithdebinfo-malloc)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64-malloc-relwithdebinfo/mage-3.13.1-relwithdebinfo-malloc.tar.gz) - [MAGE Docker arm64 (relwithdebinfo-malloc)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-aarch64-malloc-relwithdebinfo/mage-3.13.1-arm64-relwithdebinfo-malloc.tar.gz) - [MAGE Docker amd64 (relwithdebinfo-cuda)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64-relwithdebinfo-cuda/mage-3.13.1-relwithdebinfo-cuda.tar.gz) - [MAGE Docker amd64 (relwithdebinfo-cugraph)](https://download.memgraph.com/memgraph-mage/v3.13.1/docker-x86_64-relwithdebinfo-cugraph/mage-3.13.1-relwithdebinfo-cugraph.tar.gz) ## Linux The MAGE packages are distro-agnostic as well: one `.deb` for Debian-family and one `.rpm` for RHEL-family distributions, per architecture. They require the matching Memgraph package to be installed first. The standard packages install the CPU-only version of PyTorch; the CUDA and cuGraph variants (x86_64 only) use the CUDA-enabled PyTorch, and the cuGraph variant additionally requires cuGraph and the CUDA Toolkit on the host. The packages install their Python dependencies during installation, so the target machine needs network access. Each main package has a matching `memgraph-mage-debuginfo` package with its debug symbols. > **Info** > > MAGE currently works with **Python 3.12 only** — its query-module dependencies > (PyTorch, PyG, DGL wheels) are published for 3.12 exclusively, so the host must > provide a Python 3.12 interpreter. We test the MAGE packages on **Ubuntu > 24.04** and **CentOS 9/10**; other distributions with Python 3.12 available may > work but are untested. ### Debian / Ubuntu (`.deb`) - [MAGE amd64](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb/memgraph-mage_3.13.1-1_amd64.deb) - [MAGE arm64](https://download.memgraph.com/memgraph-mage/v3.13.1/aarch64-deb/memgraph-mage_3.13.1-1_arm64.deb) - [MAGE amd64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb/memgraph-mage-debuginfo_3.13.1-1_amd64.deb) - [MAGE arm64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/aarch64-deb/memgraph-mage-debuginfo_3.13.1-1_arm64.deb) - [MAGE amd64 (cuda)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb-cuda/memgraph-mage_3.13.1-1_amd64-cuda.deb) - [MAGE amd64 (cuda debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb-cuda/memgraph-mage-debuginfo_3.13.1-1_amd64-cuda.deb) - [MAGE amd64 (cugraph)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb-cugraph/memgraph-mage_3.13.1-1_amd64-cugraph.deb) - [MAGE amd64 (cugraph debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-deb-cugraph/memgraph-mage-debuginfo_3.13.1-1_amd64-cugraph.deb) ### RHEL / CentOS / Rocky / Fedora (`.rpm`) - [MAGE x86_64](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm/memgraph-mage-3.13.1_1-1.x86_64.rpm) - [MAGE aarch64](https://download.memgraph.com/memgraph-mage/v3.13.1/aarch64-rpm/memgraph-mage-3.13.1_1-1.aarch64.rpm) - [MAGE x86_64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm/memgraph-mage-debuginfo-3.13.1_1-1.x86_64.rpm) - [MAGE aarch64 (debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/aarch64-rpm/memgraph-mage-debuginfo-3.13.1_1-1.aarch64.rpm) - [MAGE x86_64 (cuda)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm-cuda/memgraph-mage-3.13.1_1-1.x86_64-cuda.rpm) - [MAGE x86_64 (cuda debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm-cuda/memgraph-mage-debuginfo-3.13.1_1-1.x86_64-cuda.rpm) - [MAGE x86_64 (cugraph)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm-cugraph/memgraph-mage-3.13.1_1-1.x86_64-cugraph.rpm) - [MAGE x86_64 (cugraph debuginfo)](https://download.memgraph.com/memgraph-mage/v3.13.1/x86_64-rpm-cugraph/memgraph-mage-debuginfo-3.13.1_1-1.x86_64-cugraph.rpm)