• SETUP
  • CONTROL
  • AUDIT
  • HUMAN

How to manage data pipelines with your AI

Connect Stitch Data to your AI client once. From there, you can manage your entire replication setup through chat.

Ask AI about this page

Short answer

Can I manage Stitch Data with my AI?

Yes. You can use your AI to set up sources, manage destinations, and trigger syncs manually. This gives you direct control over your data pipelines via your agent.

Pipeline outcomes

What you can accomplish.

Your AI handles the technical configuration of your data flows.

SETUP

New pipelines

The AI uses create_source and create_destination to build your data connections. You just describe what you need.

CONTROL

Manual syncs

You can trigger a data refresh at any time. The AI uses start_sync to run a job immediately.

AUDIT

Inventory check

Ask your agent to list_sources or list_destinations to see your current setup. You get a clear view of your active pipelines.

HUMAN

Safe deletions

The AI won't delete your work without a direct order. You retain control over delete_source and delete_destination commands.

The workflow

What your AI does when the command arrives.

Your agent translates your plain English instructions into Stitch Data actions.

  1. Discovery

    The AI checks your existing connections to understand your current data architecture.

    list_sourceslist_destinations

  2. Provisioning

    When you need new data flows, the AI builds the source and destination connections for you.

    create_sourcecreate_destination

  3. Maintenance

    The AI modifies existing configurations or stream settings when your requirements change.

    update_sourceupdate_destinationupdate_stream_metadata

  4. Execution

    Once the setup is correct, the AI initiates the data movement.

    start_sync

Try it

Copy these to start.

Use these prompts to begin managing your pipelines.

Starting points

These are opening lines. Replace the specific app or database names with your own.

Stitch Data Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mABPCZrnZTeawQZOSWTl9iyadYUD2LtJD9LLWWGw/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 — Stitch Data capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stitch-data-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mABPCZrnZTeawQZOSWTl9iyadYUD2LtJD9LLWWGw/mcp"
    }
  }
}
Copy into chat04

  • List all my current Stitch Data sources.

  • Create a new MySQL source for my production database.

  • Start a sync for my Snowflake destination.

  • Update the metadata for the Zendesk stream.

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

Start here

Connect Stitch Data once, then ask.

Link your account once and your credentials stay encrypted. You can find the full setup guide on the Connector page.

Connect Stitch Data to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete my sources automatically?

    No. The AI only uses delete_source if you explicitly tell it to delete a specific source.

  • 02

    Can I use this to transform data?

    No. This connector manages the movement and configuration of data, not the transformation logic within the pipeline.

  • 03

    Can I trigger a sync via chat?

    Yes. You can tell your agent to start a sync for a specific destination or source.

  • 04

    Will the AI change my destination without permission?

    No. The AI only uses update_destination when you give it a direct instruction to change a destination's settings.

  • 05

    Can I see what sources are connected?

    Yes. You can ask your AI to list all your active sources at any time.

  • More questions about Stitch Data? See everything the Stitch Data Connector can do

Connect Stitch Data to Claude, Cursor, ChatGPT & more