• SETUP
  • INVENTORY
  • HEALTH
  • HUMAN

How to manage vector indices with your AI

Connect Marqo to your AI client to handle your vector database through chat. You'll move from manual API calls to direct commands.

Ask AI about this page

Short answer

Can I manage Marqo indices through my AI?

Yes. You can create new indices, list your existing ones, and pull health statistics using your AI client. This setup gives you direct control over your vector search configuration without writing custom scripts.

Index management outcomes

What you get from your AI

Your AI handles the heavy lifting of index operations.

SETUP

New index creation

Tell your AI to spin up a new index with specific parameters. It handles the configuration so you don't have to write the JSON payload yourself.

INVENTORY

Index oversight

Ask for a list of everything you have stored. Your AI pulls the current index names and details from Marqo immediately.

HEALTH

Performance checks

Get real-time stats on your indices. Your AI pulls the metrics so you can see how your vector data is performing.

HUMAN

Manual control

You still need to step in for complex data migrations or deleting large datasets. The AI manages the structure, but you keep control over the data lifecycle.

The workflow

What your AI does when the request arrives.

The AI translates your intent into specific Marqo operations.

  1. Provisioning

    When you ask for a new index, the AI sets up the necessary vector search environment.

    create_index

  2. Discovery

    The AI scans your Marqo account to show you what is currently active.

    list_indexes

  3. Monitoring

    Your agent pulls specific health and usage data for a chosen index.

    get_index_stats

  4. Reporting

    The AI summarizes the index status or configuration details into a readable format.

    list_indexesget_index_stats

Try it

Copy these to start.

Use these prompts to trigger the Marqo tools.

Starting points

These are basic commands. Swap out the index names or dimensions to match your specific project needs.

Marqo AI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yWwQAD75WfnpbXY72FMh8SBRNTeZWrryXTJG2Ifa/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 — Marqo AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "marqo-ai-vector-search-embeddings-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yWwQAD75WfnpbXY72FMh8SBRNTeZWrryXTJG2Ifa/mcp"
    }
  }
}
Copy into chat04

  • Create a new Marqo index named 'product_embeddings' with 768 dimensions.

  • Show me a list of all my current Marqo indices.

  • What are the current stats for my 'user_vectors' index?

  • List all indices and tell me which one has the most data.

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

Start here

Connect Marqo AI once, then ask.

Just link your Marqo account to Vinkius. Your credentials stay encrypted, and you can start chatting with your indices immediately.

Connect Marqo AI to your AI

FAQ

How this task behaves

  • 01

    Can the AI delete my indices?

    No. There is no tool provided to delete indices, so you must do that manually in the Marqo dashboard.

  • 02

    Can I change the dimensions of an existing index?

    No. The current tools only allow for creating new indices or checking existing ones; they cannot modify an index's configuration after it is built.

  • 03

    Does the AI see my actual vector data?

    No. The AI only interacts with index metadata and statistics like size and count.

  • 04

    How do I see if an index is healthy?

    Ask your AI to get the stats for a specific index name.

  • 05

    Can I use this with Cursor?

    Yes, as long as Cursor is running an MCP-compatible client, it will work with this connector.

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

Connect Marqo AI to Claude, Cursor, ChatGPT & more