Your agentforgets everything.Mnemo doesn't.
Every session starts where the last one ended — architecture decisions, patterns, and context preserved forever.
Every sessionstarts fromzero
You explain your architecture. Again. Your patterns. Again. Every new AI session is a blank slate — weeks of context, gone.
Memory thatpersists
Mnemo builds a living knowledge graph of your engineering context. Every decision, pattern, and architectural choice is preserved — growing stronger with each session.
- ▸Semantic connections between concepts
- ▸Natural decay of stale information
- ▸Instant recall at session start
Four stages ofpersistent cognition
From initialization to evolution — a continuous cycle of learning and recall.
Initialize
Seed the knowledge graph with your project's architecture and patterns.
Recall
Agent pulls relevant context automatically at session start.
Learn
Passive learning — new decisions and patterns are captured as you work.
Evolve
Stale info decays naturally. Frequently used knowledge is reinforced.
One memory. Every agent.
Mnemo works with every AI coding agent you use — seamlessly sharing context across all of them.
Get started in seconds
One command. Zero configuration.
$ pip install mnemo-dev$ brew tap Mnemo-mcp/tap && brew install mnemo$ npx @mnemo-dev/mcp$ code --install-extension Nikhil1057.mnemo-vscodeInstall
Choose your preferred package manager above.
Init
Run mnemo init in your project root.
Code
Start coding — Mnemo handles the rest.
Built for the wayyou work
Every feature designed to make AI coding sessions feel continuous, not fragmented.
Semantic Search
Find relevant context by meaning, not just keywords. Natural language queries across your entire knowledge base.
Knowledge Graph
Interconnected nodes of engineering context — architecture, patterns, decisions — all linked semantically.
Natural Decay
Stale information fades naturally. Frequently accessed knowledge is reinforced and stays fresh.
Multi-Agent
Works with Kiro, Claude Code, Cursor, Copilot, and Amazon Q. One memory shared across all agents.
Cross-Session
Context persists indefinitely across sessions. Pick up exactly where you left off, every time.
Zero Config
One command to install, one command to init. No configuration files, no setup wizards, no friction.
fewer repeated explanations
context lost between sessions
agents supported
What'sunder the hood
A lightweight layer between your agent and your codebase.
Stop re-explaining your codebase
Give your AI agent the memory it deserves. Install Mnemo and never repeat yourself again.
$ pip install mnemo-dev