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A memory system built to supercharge agents and the humans who orchestrate them. Through learning every turn, Fabric evolves into a robust memory layer that follows you anywhere you go.
Installed via MCP. Start delivering value immediately with no infrastructure or model changes.
Your work follows you across sessions, providers, and agents. Claude, Cursor, anywhere.
Less context wrangling, fewer costly re-runs. Higher signal per token every time.

Context that evolves, growing more useful the more you work with it.
Governance and conflict resolution from day one.
Verbatim recall and complete trace history.
Verified recall — it only knows what it knows.
Real numbers from developers who made the switch.
Fabric is the only solution that checks every box.
| Capability | Agent Memory | RAG/Vector DB | Prompt Caching | Knowledge Graph | Fabric |
|---|---|---|---|---|---|
| Persistent Memory | Evolving Knowledge Graph | ||||
| Improves With Use | Compounds With Use | ||||
| Knowledge Management | Learns & Organizes Automatically | ||||
| Conflict Resolution | Conflict Engine with Decision Audit Trail | ||||
| Cross-Provider Portability | Your Memory Follows You | ||||
| Time to Value | Seconds | ||||
| Governance & Guardrails | Custom Trust & Accountability Layer | ||||
| Auditability | Verbatim Recall, Full Trace History | ||||
| Grounding | Verified with Drift Detection | ||||
| Token Savings | 60%+ After 4 Weeks |
Start free. Pay only for what you use. No subscriptions, no surprises.
Most developers use 25 to 75 Tool Uses per day





Memory that evolves, growing richer with every interaction. Context that travels. Intelligence that earns your trust. Start building with Fabric today.