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modeldb

VertaAI/modeldb

Open Source ML Model Versioning Metadata and Experiment Management

GitHub

GraphCanon updated 2w · GitHub synced 2w

1.7k stars289 forksLast push 2y Java Apache-2.0

Decision brief

ModelDB caters to Java developers focusing on open-source solutions for managing machine-learning model versions and experiments with Apache 2.0 licensing.

Good fit when

Use ModelDB for projects where you need an open-source solution that supports Java applications and focuses on detail-rich management of ML models, metadata, and experiments.
Suitable if Apache-2.0 licensing aligns well with your development objectives and you prefer a dedicated tool for model versioning in Java-driven environments.

Avoid when

Avoid ModelDB if the project primarily uses languages other than Java, as this could limit accessibility and integrate poorly without additional support systems.
Not recommended if your team requires specialized features for real-time model deployment or continuous integration that are not emphasized by ModelDB.

Observed Jul 17, 2026 · Source: enrich:decision_facts

modeldb alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Dormant (741d since push); As of 2w
Provenance: Not a fork · Organization account; As of 2w
Security (OSV): 65 low (65 low); As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/VertaAI/modeldb

How it fits your stack(1)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Integrates

Made-With-ML

ModelDB can handle model versioning and experiment management, which are aspects of the ML application lifecycle covered in Made-With-ML.

integrates

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

Made-With-ML49k★

mlflow28k★

awesome-production-machine-learning21k★

IntegratesRelated

awesome-production-machine-learning21k★

IntegratesRelated

Similar tools

Same-category neighbours not already linked as typed edges.

mlflow

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awesome-production-machine-learning

A curated list of awesome open source libraries for deploying, monitoring, versioning and scaling machine learning

21k★

awesome-mlops

A curated list of references for MLOps

14k★

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

VertaAI/modeldb provides tools for managing machine-learning model versions, metadata, and experiments.

Capability facts

Languages: java
Source: github.language · Aug 4, 2026

README

License

ModelDB is licensed under Apache 2.0.

For agents

This page has a .md twin and JSON over the API.

/tools/vertaai-modeldb.md GET /api/graphcanon/tools/vertaai-modeldb GET /api/graphcanon/graph?tool=vertaai-modeldb