The Adaptive Data Fabric
The fabric is the core abstraction: location-independent access to unstructured data. It has three jobs:- Connect natively — native S3 and MCP interfaces reach every cloud, on-prem, and edge source, with no application changes.
- Place by policy — policy-driven placement and adaptive movement keep data in the right place at the right time.
- Access anywhere — intelligent caching and replication make distributed data feel local.
Access interfaces
Each OneBucket deployment is per cluster, and its endpoints live on your cluster host:
Both MCP endpoints authenticate via the OneBucket authorization server (“axon”) using standard OAuth 2.1 with PKCE; the S3 gateway uses your access key / secret key pair. See How authentication works.
Placement and movement
Objects are placed and moved by policy rather than by hand:- Policy-driven placement decides which backend holds an object when it is written.
- Adaptive movement relocates data as access patterns and policies change.
- Explicit operations —
copy,move, andmigrate— let you relocate objects across backends on demand. These run asynchronously: they return once queued, so a destination may not be readable immediately. locatereports which configured backends currently hold an object.
Caching and replication
To cut egress cost and latency, OneBucket serves repeat reads locally:- Edge caching keeps hot objects close to where they are read.
- Prefetch warms the cache ahead of demand (
prefetchvia MCP, or as part of policy). - Replication keeps copies in multiple backends where policy requires it.
Governance and audit
Access control is enforced once, at the fabric — one policy layer across every backend. Every operation is scoped to your organization and access key; cross-organization access is not possible. Detailed storage events stream from the events endpoint, so you can audit activity withlist_events, get_event, and tail_events, filterable by time, bucket, and action.
Next steps
S3 API compatibility
What the S3 gateway supports and how to authenticate.
Connect Claude
Give AI native access to the fabric over MCP.