Roadmap
What's shipped, what's next.
NovaCortex is the privacy-first, self-hostable, MCP-native, portable memory layer for AI agents. Your knowledge base never leaves your infrastructure, and a portable open format (PMF) means zero lock-in. Apache-2.0, free to self-host.
✓ Shipped
- ✓Graph memory with typed relations
- ✓Semantic + full-text search
- ✓MCP server
- ✓REST API
- ✓Web UI
- ✓Docker / GHCR images
- ✓CI pipeline
- ✓Pagination
- ✓Query filter
- ✓PMF relation integrity
- ✓Transaction-conflict retry
- ✓Binary (MessagePack) & AES-256-GCM-encrypted PMF
- ✓Differential + streaming export
- ✓Opt-in OpenTelemetry
- ✓Recency-weighted search
- ✓Vector reconcile
- ✓Unforgeable ed25519-signed license keys (offline-validated)
- ✓Public site
- ✓Reproducible context-efficiency benchmark
- ✓v1.3 Intelligence: LLM fact extraction with append-only supersession (fully-local capable)
- ✓Hybrid retrieval (dense + BM25 RRF) with cross-encoder reranking
- ✓LongMemEval_S: 80.0% (gpt-4o & gpt-5-mini readers), 63.4% fully offline — raw data published
→ Next
Multi-session aggregation + event-time filters
The two measured gaps from our LongMemEval error analysis: counting across many sessions and filtering by when things happened, not when they were stored.
Self-serve Pro
Stripe checkout that issues a signed license automatically — no manual steps.
Managed option, bring-your-own-infra
The convenience of a managed service without giving up the privacy guarantee — your data stays on your infrastructure.
Broader MCP tool coverage + SDK parity
More first-class MCP tools and consistent capabilities across every SDK.
This roadmap is directional, not a commitment. Priorities and timing may change. For real, day-to-day progress, follow the work on GitHub.