data.all vs OriginTrail Data Marketplace
data.all
data-dot-all.github.ioOriginTrail Data Marketplace
origintrail.ioSide by side
| Figure | data.all | OriginTrail Data Marketplace |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 0 | 0 |
| Spec score · Data Marketplace Software | 7.6 (#9) | 7.4 (#15) |
| Deployment | The AWS deployment guide requires a tooling account and at least one deployment account, and their selected regions must match. | The marketplace is not hosted; users set up their own interface and an OriginTrail node on the marketplace testnet to use it. |
| Integrations | Documented modules include AWS Glue, Lake Formation, Amazon S3, Athena, SageMaker, QuickSight, and HealthOmics Ready2Run workflows. | The DKG supports agent connections through MCP, Hermes, OpenClaw, CLI, and HTTP API. |
| Purpose | data.all is an open source platform that can be deployed in AWS accounts to help users manage and discover data assets. | OriginTrail describes its Decentralized Knowledge Graph (DKG) as an open, peer-to-peer network that gives AI agents persistent structured memory with built-in trust. |
In their own words
data.all
data.all is an open-source platform for managing and discovering data assets in AWS accounts. Its central catalog inventories datasets, tables, folders, and dashboards, with filters for asset type, tags, region, and glossary terms. Datasets can contain structured tables or unstructured folders and use AWS S3, KMS, IAM, and Glue resources. Teams can share datasets between environments by granting selected roles read access through Lake Formation without moving data. The catalog imports tables from Redshift Serverless and provisioned clusters. Analytics options include Athena worksheets, SageMaker Studio access, Jupyter notebooks, and QuickSight dashboards. Administrators manage teams and users across environments. Authentication supports Cognito federation with a corporate identity provider or an external OIDC provider. Deployments may face the internet or remain inside a VPC. AWS setup requires at least two matching-region accounts and administrator credentials.
OriginTrail Data Marketplace
OriginTrail Data Marketplace has no write-up on Specifiction yet; its figures are above.