Roadmap
What's coming next for MemNexus.
MemNexus is actively developed. Here's what we're working on and what's planned.
In progress
Documentation site
Full documentation at docs.memnexus.ai with guides, reference, AI agent content, and machine-readable llms.txt for agent discovery.
Auto-generated reference docs
CLI reference generated from command metadata, API reference generated from OpenAPI spec. Ensures documentation stays in sync automatically.
Planned
Multi-user and teams
Shared memory spaces for teams. Role-based access control, shared knowledge graphs, and team-wide pattern detection.
Memory retention policies
Automatic archival and decay for old memories. Configure retention periods per topic or memory type.
Improved entity extraction
Better automatic extraction of entities, relationships, and structured facts from memory content.
Webhook integrations
Push notifications when memories match specific patterns or topics. Useful for automated workflows and monitoring.
Additional MCP resources
Expose frequently-accessed data (recent memories, active conversations) as MCP resources for faster agent access.
Completed recently
- Automatic content extraction (v1.26.0)
- Prometheus monitoring and Grafana dashboards (v1.26.2)
- Narrative thread management (v1.25.0)
- Billing and subscriptions (v1.25.0)
- Behavioral pattern detection (v1.24.0)
- GraphRAG queries (v1.23.0)
Feature requests
Have an idea? Open an issue on GitHub with the feature-request label.