[ ROADMAP ]
Product roadmap
Focused delivery across platform, memory intelligence, and integrations.
SHIPPED
MCP API with vector search
OpenClaw real-time hook integration
Tiered billing (Free / Pro / Ultra / Enterprise)
Dashboard with memories, messages, checkpoints
Email verification + branded SendGrid
PWA support
MCP server — Claude Code, Codex CLI, Cursor, and any MCP client
Knowledge graph with entity and relation extraction
Adaptive recall modes (6 modes — general, decision, lesson, rule, episodic, semantic)
Reflection pipeline — distills episodic memories into semantic knowledge
Memory health dashboard with telemetry and usage stats
Media capture — images, audio, video, PDF captured alongside conversations
Lossless conversation snapshots + crystal_trace
Prompt-aware local summary injection
Channel-scoped memory isolation
Enterprise plan with custom limits and SLAs
crystal_edit tool — edit existing memories in place
Dynamic per-session channelScope override + per-call channel param
Rate limit check endpoint (peekRateLimit)
IN PROGRESS
Claude Desktop / Cursor MCP integration
Memory search and filter improvements in dashboard
Bulk export (JSON/CSV)
PLANNED
Obsidian vault sync
Knowledge graph visualization
Memory analytics and insights
Team/shared memory spaces
Webhook notifications on memory events
Custom memory retention policies
MCP server marketplace listing