• MEMORY
  • CONTEXT
  • RECALL
  • HUMAN

How to build personalized user profiles with your AI

Connect Mem0 to your AI client once. From then on, your agent remembers specific details from every conversation to build a long-term memory.

Ask AI about this page

Short answer

How can I make my AI remember user details?

Your AI uses Mem0 to pull facts from your current chat and save them as structured data. It then pulls those facts back during future sessions to maintain context. You get a persistent memory layer that grows with every interaction.

The results of a connected memory

Where your data lives

What happens when your AI starts using Mem0.

MEMORY

Persistent user context

The AI saves specific facts about you or your clients. It turns casual chat details into a structured profile it can use later.

CONTEXT

Zero-start conversations

Your agent pulls existing data to skip the introductory questions. It knows what happened in previous sessions immediately.

RECALL

Instant fact retrieval

When you ask a question, the AI searches through stored memories. It finds the exact detail needed to answer accurately.

HUMAN

Manual profile updates

You decide which facts are important enough to keep. The AI handles the storage, but you control the direction of the memory.

The workflow

What your AI does when a conversation happens.

The AI manages the lifecycle of a fact from discovery to retrieval.

  1. Extracting facts

    The AI listens to the conversation and identifies meaningful information like names, preferences, or past decisions.

    add_memory

  2. Storing data

    Once a fact is identified, the AI writes it to the long-term memory store.

    add_memory

  3. Searching history

    When a new question is asked, the AI looks for relevant information in the existing memory bank.

    get_memories

  4. Applying context

    The AI uses the retrieved details to tailor its responses to the specific user.

    get_memories

Try it

Copy these to start.

Use these prompts to begin building your user profiles.

Starting points

These are ways to trigger the memory functions. Replace the bracketed text with your specific details.

Mem0 Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_G1YeH4ndKkDjNcv9DrC9WaHAUopRWaqhaZNb5wse/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Mem0 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mem0-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_G1YeH4ndKkDjNcv9DrC9WaHAUopRWaqhaZNb5wse/mcp"
    }
  }
}
Copy into chat04

  • Remember that my client, Acme Corp, prefers technical summaries over long explanations.

  • What do you know about my project requirements from our previous chats?

  • Save a new memory: I am currently working on a Python migration for the logistics team.

  • Based on what you know about my preferences, how should I format this report?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Mem0 once, then ask.

Just link your account once. Your login stays encrypted on our side, and you can find the full technical details on the Connector page.

Connect Mem0 to your AI

FAQ

How this task behaves.

  • 01

    Does the AI automatically remember everything I say?

    No. The AI uses the tools to add specific facts it identifies as important. You can guide what gets saved.

  • 02

    Can the AI delete memories if I change my mind?

    No. The current tools only allow for adding and getting memories. You must manage deletions through the Mem0 interface.

  • 03

    How does the AI know which memories to pull?

    It uses the retrieval tool to search for information that matches the context of your current question.

  • 04

    Can the AI update an existing memory?

    No. The AI can only add new memories or retrieve existing ones. It cannot modify a previously stored fact.

  • 05

    Is the memory shared between different users?

    No. Memories are tied to the specific user or session context you establish through your AI client.

  • More questions about Mem0? The Connector page answers them. See everything the Mem0 Connector can do

Connect Mem0 to Claude, Cursor, ChatGPT & more