Open-source feature stores and ML metadata platforms teams can self-host - Webhound

Open-source feature stores and ML metadata platforms teams can self-host

Name: Open-source feature stores and ML metadata platforms teams can self-host
Creator: The Webhound Team
Published: 2026-05-03T22:20:37.55908+00:00
Keywords: A curated dataset of self-hostable open-source tools for managing ML features, metadata, and lineage.

TThe Webhound Team132 sourcesUpdated May 3, 2026Version 1

$2.50 spentLicense: Open

Open-source feature stores and ML metadata platforms teams can self-host$3 spent

30 rows·8 columns

#	Project name	Self host docs URL	Primary use case	Maintainer	License	Github URL	Latest release date	Supports lineage
01	Metaflow	docs.metaflow.org/getting-started/infrastructure	Metadata Tracking	Metaflow Community	Apache 2.0	github.com/Netflix/metaflow-service	2026-04-01	Yes
02	Hamilton	hamilton.dagworks.io/en/latest/concepts/ui	Lineage	Apache Software Foundation	Apache 2.0	github.com/apache/hamilton	2026-03-15	Yes
03	DVC	dvc.org/doc/studio/self-hosted/installation	Lineage	Iterative.ai	Apache 2.0	github.com/iterative/dvc	2026-03-30	Yes
04	LakeFS	docs.lakefs.io/quickstart/installing.html	Lineage	Treeverse	Apache 2.0	github.com/treeverse/lakeFS	2026-03-26	Yes
05	Feast	docs.feast.dev/how-to-guides/running-feast-in-production	Feature Store	Feast Community	Apache 2.0	github.com/feast-dev/feast	2026-04-08	Yes
06	ZenML	docs.zenml.io/user-guide/production-guide/deploying-zenml/self-hosted	Metadata Tracking	ZenML Community	Apache 2.0	github.com/zenml-io/zenml	2026-03-19	Yes
07	Hopsworks	docs.hopsworks.ai/setup_installation/on_prem/hopsworks_installer	Feature Store	Hopsworks	Apache 2.0	github.com/logicalclocks/hopsworks	2026-04-16	Yes
08	ClearML	clear.ml/docs/latest/docs/deploying_clearml/clearml_server	Metadata Tracking	ClearML	Apache 2.0	github.com/clearml/clearml-server	2026-03-24	Yes
09	MLflow	mlflow.org/docs/latest/tracking.html	Metadata Tracking	MLflow Community	Apache 2.0	github.com/mlflow/mlflow	2026-04-07	Yes
10	BentoML	docs.bentoml.com/en/latest/guides/deployment.html	ML Catalog	BentoML Community	Apache 2.0	github.com/bentoml/BentoML	2026-04-15	No
11	Marquez	marquezproject.ai/docs/getting-started	Lineage	Marquez Project	Apache 2.0	github.com/MarquezProject/marquez	2026-03-10	Yes
12	DataHub	docs.datahub.com/docs/deployment/docker	ML Catalog	DataHub Project	Apache 2.0	github.com/datahub-project/datahub	2026-03-24	Yes
13	Amundsen	amundsen.io/amundsen/frontend/docs/installation	ML Catalog	Amundsen Project	Apache 2.0	github.com/amundsen-io/amundsen	2026-03-20	No
14	Pachyderm	docs.pachyderm.com/latest/deploy-manage/deploy	Lineage	Pachyderm	Apache 2.0	github.com/pachyderm/pachyderm	2026-01-01	Yes
15	OpenMetadata	docs.open-metadata.org/deployment	ML Catalog	OpenMetadata Community	Apache 2.0	github.com/open-metadata/OpenMetadata	2026-01-28	Yes
16	ML Metadata	github.com/google/ml-metadata/blob/master/docs/get_started.md	Metadata Tracking	Google	Apache 2.0	github.com/google/ml-metadata	2026-02-04	Yes
17	Flyte	docs.flyte.org/en/latest/deployment/deployment/index.html	Lineage	Flyte Community	Apache 2.0	github.com/flyteorg/flyte	2026-04-13	Yes
18	Polyaxon	polyaxon.com/docs/setup/platform/community-edition	Metadata Tracking	Polyaxon	Apache 2.0	github.com/polyaxon/polyaxon	2026-03-25	Yes
19	Great Expectations	docs.greatexpectations.io/docs/oss/setup/installation/local	Lineage	Great Expectations Community	Apache 2.0	github.com/great-expectations/great_expectations	2026-04-22	Yes
20	OpenML	docs.openml.org/contributing/backend/Local-Installation	ML Catalog	OpenML Project	BSD 3-Clause	github.com/openml/OpenML	2026-01-22	Yes
21	Aim	aimstack.readthedocs.io/en/stable/overview/setup.html	Metadata Tracking	AimStack Community	Apache 2.0	github.com/aimhubio/aim	2026-02-17	Yes
22	ModelDB	github.com/VertaAI/modeldb/blob/master/docs/installation.md	Metadata Tracking	VertaAI	Apache 2.0	github.com/VertaAI/modeldb	2024-12-01	Yes
23	SQLFlow	sqlflow.org/sqlflow/doc/run/kubernetes/k8s_install.html	Lineage	SQLFlow Project	Apache 2.0	github.com/sql-machine-learning/sqlflow	2025-01-01	Yes
24	Tokern	tokern.io/docs/lineage/installation	Lineage	Tokern	Apache 2.0	github.com/tokern/data-lineage	2025-01-01	Yes
25	OpenLineage	openlineage.io/docs/getting-started	Lineage	OpenLineage Community	Apache 2.0	github.com/OpenLineage/OpenLineage	2026-04-08	Yes
26	Seldon Core	docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html	ML Catalog	Seldon Community	Apache 2.0	github.com/SeldonIO/seldon-core	2026-01-01	Yes
27	Kedro	docs.kedro.org/en/stable/deployment/index.html	Lineage	Kedro Community	Apache 2.0	github.com/kedro-org/kedro	2026-04-02	Yes
28	KServe	kserve.github.io/website/latest/admin/install	ML Catalog	KServe Community	Apache 2.0	github.com/kserve/kserve	2026-03-13	Yes
29	Sacred	sacred.readthedocs.io/en/stable/quickstart.html	Metadata Tracking	Sacred Community	MIT	github.com/idsia/sacred	2026-01-08	Yes
30	Apache Atlas	atlas.apache.org/2.0.0/InstallationSteps.html	ML Catalog	Apache Software Foundation	Apache 2.0	github.com/apache/atlas	2026-01-13	Yes

Made with Webhound · Ask questions about this research, build on it, or start your own

Ask Webhound about this research, build on it, or start your own

Start free