Persistent memory system for AI coding assistants via MCP.
Store decisions, patterns, errors, and context that persists across sessions.
No cloud. No API keys. No setup. Just works.
npm install @aitytech/agentkits-memory
Every new session starts from zero. Same questions. Same explanations. Same mistakes.
What if your AI could remember?
Built for developers who want AI that learns and remembers
All data stays on your machine. No cloud, no API keys, no accounts. Your code context is private.
SQLite + WASM = instant queries with zero latency. Sub-millisecond lookups even with thousands of memories.
Works out of the box. No database setup required. Just install and start storing memories.
Windows, macOS, Linux - same code, same speed. Works everywhere Node.js runs.
Optional HNSW semantic similarity search. Find related memories by meaning, not just keywords.
Built-in hooks for session context, tool usage, and summaries. Memory grows automatically.
Simple tools your AI can use to save and recall memories
memory_save
Save decisions, patterns, errors, or context
memory_search
Search memories using semantic similarity
memory_recall
Recall everything about a specific topic
memory_list
List recent memories
memory_status
Check memory system status
Browse, search, add, edit, and delete memories through a modern web interface
npx agentkits-memory-web
Then open http://localhost:1905
Browse all stored memories with search and namespace filtering
Create new memories with key, namespace, type, content, and tags
View full memory details with edit and delete options
Get up and running in under 2 minutes
npm install @aitytech/agentkits-memory
Add to your .mcp.json (or .claude/.mcp.json):
{
"mcpServers": {
"memory": {
"command": "npx",
"args": ["agentkits-memory-server"]
}
}
}
Your AI assistant can now use memory_save, memory_search, memory_recall, memory_list, and memory_status tools!
Organize your AI's knowledge by type
decision
Architecture decisions, ADRs
pattern
Reusable code patterns
error
Error solutions and fixes
context
Project context and facts
observation
Session observations
Stop repeating yourself. Start building smarter.
npm install @aitytech/agentkits-memory