Central-Memory-MCP

# Future Enhancements (Roadmap) ## Query & Analytics - [ ] Semantic search via vector embeddings - [ ] Observation summarization / compression - [ ] Relevance scoring for tool responses - [ ] Topic clustering & duplicate consolidation - [ ] Temporal trend analysis (entity activity) ## AI Assistant Features - [ ] Project / task context grouping - [ ] Intent tracking per workspace session - [ ] Skill / expertise tagging - [ ] Context switch recall heuristics ## Technical Improvements - [ ] Vector index side-car (Azure Cognitive Search or local Faiss) - [ ] Incremental graph export/import (JSON / NDJSON) - [ ] Real-time change notifications (SignalR) - [ ] Bulk ingest pipeline (batch operations optimization) - [ ] Observation archival to Blob for large entities ## Integrations - [ ] VS Code extension UI for browsing memory - [ ] GitHub commit metadata enrichment - [ ] Slack / Teams entity & decision capture ## Analytics & Reporting - [ ] Memory growth metrics per workspace - [ ] Entity type frequency dashboards - [ ] Relation network visualization - [ ] Query latency & batch efficiency metrics