SHARED KNOWLEDGE LAYER FOR TEAMS
One shared knowledge system for people and AI.
Capture from web app, browser extension, and Git sync. Everyone, humans and AI, works from the same up-to-date context. Always.
The Kumbukum Approach
How it works.
Kumbukum gives your team a shared memory system so work compounds instead of restarting. Persistent context across all your AI tools.
1
Capture knowledge
Sign up at kumbukum.com. You'll get an API key and your personal MCP server URL instantly.
2
Connect and organize
Paste your MCP server URL into Claude Desktop, Cursor, or any compatible tool. Takes 60 seconds.
3
Retrieve in any AI session
Store notes, preferences, decisions, and context. Your AI retrieves them automatically — across tools, across sessions.
notes
Notes for structured knowledge
Store meeting notes, specs, and documentation in one searchable place with tags and links.
memories
Memories for reusable context
Keep decisions, preferences, and key facts as reusable context units your AI can apply automatically.
urls
URLs with context, not bookmarks
Save links from anywhere and connect them to notes and memories so source material stays usable.
Knowledge Graph
See how knowledge connects
Visualize relationships between notes, memories, URLs, and decisions. Inspect why an answer was generated.
Browser Extension
Capture while you work
Save URLs and notes from the browser in seconds. No context loss, no copy-paste chaos.
Accountability
Nothing is lost
Every action is tracked, every change is visible, and every piece of context is preserved. No matter which AI tool was used or which team member made the change.
Sync everything
Import & Sync
Import your existing data with ease or enable continuous Bidirectional Git Sync to keep everything and everyone up-to-date automatically.
Stop restarting context. Start compounding knowledge.
Create your Kumbukum account and give every AI session reliable memory from day one.