What's New
🛠️ New MCP Tools for Issues & TODOs
Creating issues and todos is now much simpler with dedicated tools:
# Before (confusing)
memory_create(content="Fix bug", metadata={"type": "issue", "status": "open", ...}, tags=["memora/issues"])
# After (simple)
memory_create_issue(content="Fix bug", component="graph", severity="minor")
memory_create_todo(content="Add feature", priority="high", category="backend")
📊 Connected Papers-Style Graph Visualization
- Node sizing: Larger nodes = more connections
- Smart layout: Hub nodes stay central, isolated nodes drift to edges
- Visual shapes: Issues (▲), TODOs (■), General (●)
- Clickable sections: Filter all issues or todos with one click
- Component badges: See categories at a glance
https://raw.githubusercontent.com/agentic-mcp-tools/memora/main/media/viz_graph_exp.png
☁️ Improved Cloud Reliability
- Retry with backoff: Automatic retry for transient S3/R2 errors (500s, timeouts, throttling)
- Graceful fallback: Continue working locally if cloud is unreachable
- Better error messages: Actionable advice for credential and permission issues
🔧 Other Improvements
- AWS_PROFILE support for multi-account setups
- Unique graph URL per bucket name
- Fixed R2 compatibility for non-existent objects