Over
files, workspaces, and memories created
Problem
Time spent building storage basics
Your agent creates things. Documents, reports, code, research. Where does it all go?
Right now: S3 buckets, database blobs, temp directories.
No structure, no semantic understanding, no way to find anything later. Your agent can't even search its own work from yesterday.
Solution
Smart storage, ready to go
Fabric Resources API isn't just file storage.
Everything is semantically indexed. Search by meaning, not just filename. Your agent can find what it needs by describing it.
Powerful organisation tools with folders and tags.
Store links, files, notes and more. All context together in one place.
Datapoint
Semantic search built in. Shown to improve agent accuracy by 12.5%*
Files — PDFs, images, documents, any file type. Uploaded and indexed.
Notes — Markdown notes. Full editor support, version history.
Bookmarks — URLs with metadata. Web pages are fetched and indexed.
Folders — Organize resources hierarchically.
Tags — Cross-cutting labels for flexible organization.
Why Fabric
Most memory APIs are black boxes. You send data in, hope the right context comes out.
Fabric is different. We're the infrastructure layer behind Fabric, a knowledge platform where users store millions of notes, files, and links. The Resources API is built on the same foundation.
Managed profiles. Create profiles for your users, managed entirely by your app. No Fabric accounts required. Store and retrieve memories against your own user IDs. Full control, no dependencies.
User-connected profiles. Let users connect their Fabric accounts. Your app can read from their knowledge base: notes, files, bookmarks, highlights. Not just what users told your app, but what they actually know.
Read and write to Fabric. (coming soon) With user permission, your app can write back to their Fabric. Memories, documents, and context your app creates become part of the user's personal knowledge base. Owned by them, portable, accessible to other apps they authorize.
User ownership. When users connect their accounts, they see what your app has stored. They can revoke access anytime. They stay in control of their data.
MCP compatible. Use Fabric Memory as an MCP server. Works with Claude Desktop, Cursor, Windsurf, and any MCP-compatible agent.
Works with everything
Model-agnostic. Framework-agnostic.
SDKs
Python and JavaScript clients. Or call the REST API directly.
CLI
Use Fabric from the command line. Works with Claude Code, shell scripts, or anywhere you can run a terminal.
MCP support
Connect to Claude Desktop, Cursor, Windsurf, Continue, and any MCP-compatible tool.
Ready for scale
Fast
Sub-300ms retrieval. Infrastructure that won't slow your agent down.
Secure
Encrypted in transit (SSL) and at rest (AES-256).
CASA certified.
Reliable
99.9% uptime. Built on Fabric's consumer-grade scaled infrastructure.