Technical shortlist

Open-source IT tools

Start with ownership: where the software runs, who patches it, how you recover it and whether the license covers the features your environment needs. This collection helps technical teams identify open-source candidates without treating a public repository as proof of production readiness.

For developers, platform engineers, SREs, sysadmins and security teams evaluating software they may need to operate themselves.

Lead with the workload

The decision to make

Shortlist by workload and failure mode first. Then compare release cadence, upgrade path, observability, backup support, authentication and the availability of commercial support.

Directory fields in this matrix were refreshed through October 14, 2026. Follow each source link for current vendor information.

Available profiles

107 matching tools

All tools →
ToolDeploymentSource modelAPIPricing modelPrimary source
AirbyteSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AnsibleSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AnythingLLMSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
Apache SupersetSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
AppFlowySelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
AppsmithSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AppwriteSelf-hostedOpen sourceAvailablefreemiumOfficial source ↗
ArgoSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
AstroSee profileOpen sourceNot specifiedopen sourceOfficial source ↗
AtlantisSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
BudibaseSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
CapRoverSelf-hostedOpen sourceNot specifiedopen sourceOfficial source ↗
CassandraSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
CheckmateSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
ClickHouseSelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
CoolifySelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
CrewAISelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
DagsterSelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
dbtSelf-hostedOpen sourceNot specifiedfreemiumOfficial source ↗
Dev.toSelf-hostedOpen sourceAvailablefreeOfficial source ↗
DifySelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
DockerSelf-hostedOpen sourceAvailablefreemiumOfficial source ↗
DokploySelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
DoorySelf-hostedOpen sourceAvailableopen sourceOfficial source ↗
CassandraDatabases

Apache Cassandra is an open-source, peer-to-peer NoSQL database that replicates data across nodes and datacenters with tunable consistency and no single point of failure.

Open sourceSelf-hostedAPIopen source
DagsterData Engineering

Dagster is an open-source Python orchestrator built around software-defined assets. Its creator, Dagster Labs (formerly Elementl), was acquired by Prefect in 2026; the open-source project keeps its license and Dagster+ continues unchanged for existing customers.

Open sourceSelf-hostedAPIopen source