memory_search
[Step 1] Search index — lightweight IDs + titles (~50 tokens/result)
How to use it
memory_search is exposed by the Agentkits Memory MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the memory_search tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install Agentkits Memory
$
npx @aitytech/agentkits-memory webOther tools in Agentkits Memory (8)
memory_delete
Remove outdated memories
memory_details
[Step 3] Get full content for specific IDs
memory_list
List recent memories
memory_recall
Quick topic overview — grouped summary
memory_save
Save decisions, patterns, errors, or context
memory_status
Check memory system status (call first!)
memory_timeline
[Step 2] Get temporal context around a memory
memory_update
Update existing memory content or tags