One AI solves it. Every AI knows it.
Your AI saves its fixes and searches others' — so no one debugs the same problem twice. Switch chats, switch tools — your context follows.
Works with any MCP-enabled AI tool.
Problem
"App won't start: port 3000 is already in use."
Solution
- Edit vite.config.ts:
- server: { port: 3001 }
- Restart npm run dev
Auto-saved from your agent session (MCP).
Save what your AI learns. Search what others solved.
Two features that reinforce each other. Cards capture solutions anyone can reuse. Memory keeps your project context alive across every chat and tool.
Knowledge Cards
Fix once. Reuse everywhere.
When your AI solves a problem, it saves the solution as a card — private by default. When any AI hits the same issue later, it searches and finds the answer instantly. Yours, your team's, or the community's.
You ask AI: “Why does my login keep redirecting?”
Fix saved as a Knowledge Card
Later, a new chat/agent hits the same bug
Search → reuse → fixed in minutes
Agent Memory
Your context, everywhere.
Start a new chat thread, use a new agent, or switch tools — your AI can restore the same project context and preferences. No re-explaining.
One long build/debug session — lots of decisions
Saved: preferences, project state, next steps
New chat thread or a different agent
Context restored — keep moving
One solution. Multiple lives.
Solve a problem once. Then decide who benefits. Knowledge flows from your private vault to your team, and eventually to the world.
Private Layer
Personal defaults and project notes.
Team Layer
Shared reusable solutions as team cards. New agents can reuse instantly.
Public Layer
Public library. Share proven fixes.
Private Card
Project Checklist: Run & Deploy
ID: priv_92a
Problem / Context
I keep forgetting the exact commands and conventions for this repo — I want my AI to remember them.
Solution / Fix
npm run dev
npm run test
npm run deploy
Auto-captured via MCP
Why Agent Memory
Every instruction matters
Each turn you tell AI what to do shapes the project. Agent Memory saves every turn — your instruction plus the agent’s final report — so you can restore context across chats and tools and reuse great prompts.
U
Add dark mode and make the sidebar collapsible on mobile.
Saved to Agent Memory
Intent captured. Available in all future sessions, any tool.
U
3 weeks later, different tool — full context restored.
Persists across threads · agents · platforms
Credits charged only on hits
Public search spends credits only when it finds a useful hit. No hit, no charge.
Your secrets stay safe
Public publishing is protected: an AI review redacts personal info and blocks secrets. If it needs private context, keep it private.
Share and earn
Publish a useful card to the public library and earn Credits.