One continuity layer, every tool. Connect REM to the apps, models, and frameworks you already use — MCP and A2A native.
Hand-written walkthroughs with live code patterns, HowTo schema, and 60-second installs. Pick the tool you already ship with.
Drop-in BaseMemory subclass + AgentExecutor tools. Python and JS.
Read guideRemRetriever, RemChatMemory, ReActAgent FunctionTool patterns.
Read guideRecall / Remember BaseTool for every Crew, shared namespace continuity.
Read guideregister_function recall/remember for ConversableAgents in GroupChat.
Read guideNative MCP server config. Composer recalls across every session.
Read guideHTTP Request nodes wire any workflow into persistent memory.
Read guideWebhooks by Zapier store & recall memory across every Zap trigger.
Read guideLocal model memory. Run Llama, Mistral, Phi locally with persistent context.
Works with any model or service that speaks the OpenAI chat format.
One-command migration tool to import all your Mem0 data into REM.
Import your Apple Notes directly into the memory layer.
Sync tasks and reminders from Apple Reminders into memory.
Markdown notes from Bear imported into your memory layer.
Graph-based knowledge from Roam imported as interconnected memory.
Open-source knowledge graph notes synced into memory.
Book highlights and article annotations as long-term memory.
Import notebooks and clips from Evernote into AI memory.
Firefox add-on for browser-based memory capture.
Official Node.js/TypeScript SDK. npm install @remlabs/sdk (private beta -- request in Discord).