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Connect Stitch Data to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Manage your entire data pipeline through natural conversation.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 21 capabilities

We ship only the actions that matter.

Capability set01 / 06

01-04

4 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 01

    Create account

    Creates a new Stitch client account if you have partner credentials.

  2. 02

    Get import status

    Checks the operational status of the Stitch Import API.

  3. 03

    List streams

    Retrieves a list of all available tables, or streams, within a specific source.

  4. 04

    Push import batch

    Sends a batch of records for a single table to the Import API with high-quality data typing.

Capability set02 / 06

05-08

4 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 05

    Push import data

    Pushes data for one or more tables to the Import API without enforcing specific schemas.

  2. 06

    Validate import data

    Tests your credentials and data formatting without actually saving any data.

  3. 07

    Create ephemeral session

    Generates a temporary token for use with the Connect JavaScript client.

  4. 08

    Delete destination

    Removes a configured destination from your account.

Capability set03 / 06

09-12

4 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 09

    Create destination

    Sets up a new destination for your Stitch account.

  2. 10

    Create source

    Create a new data source

  3. 11

    Delete source

    Deletes an existing data source.

  4. 12

    List destinations

    Shows all the destinations currently configured in your account.

Capability set04 / 06

13-15

3 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 13

    List destination types

    Lists the different types of destinations, such as Snowflake or S3, that you can use.

  2. 14

    List extractions

    Provides a list of recent extraction jobs.

  3. 15

    List loads

    Shows the history of recent data loading attempts.

Capability set05 / 06

16-18

3 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 16

    List sources

    Returns a list of all sources associated with your account.

  2. 17

    List source types

    Displays the various types of sources available for connection.

  3. 18

    Start sync

    Triggers a manual replication job for a specific source.

Capability set06 / 06

19-21

3 capabilities in this set.

Part of 21 available through Stitch Data.

  1. 19

    Update destination

    Modifies the settings for an existing destination.

  2. 20

    Update source

    Changes the configuration of a source, or pauses and unpauses it.

  3. 21

    Update stream metadata

    Selects which specific streams and fields should be included in replication.

Real work

What teams actually run

01

Ad-hoc Data Loading

Push a specific set of records to a warehouse for immediate analysis.

02

Pipeline Troubleshooting

Check recent load attempts and extraction logs to find why a sync failed.

03

Rapid Configuration

Create new data sources or destinations using simple text commands.

04

Sync Management

Manually trigger a replication job when you know new data is ready.

Automate a task

Put Stitch Data to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Stitch Data works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Stitch Data to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

1128ms average. Fast in production.

Stitch Data is checked daily against the live service.

Daily averagePeak 1453ms
Oct 3Today
Fastest day
822ms
Slowest day
1453ms
14-day trend
Slowing+9%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 21 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Stitch Data, so you can see the experience inside your AI.

It does not authenticate your account with Stitch Data. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

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

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Stitch Data in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Stitch Data owners hand off.

This MCP is built for technical teams who manage high-volume data movement and want to reduce time spent in web consoles.

  • 01

    Data Engineers

    They use the agent to check sync statuses and update source configs without leaving their IDE.

  • 02

    Analytics Teams

    They push custom data batches to warehouses for testing or ad-hoc reporting.

  • 03

    Product Managers

    They monitor pipeline health and verify that data loads are successful across accounts.

FAQ

Questions Stitch Data owners ask.

  • 01

    How do I connect my Stitch account?

    You subscribe to the MCP on Vinkius and provide your Stitch Connect Token, Import Token, and Region. Once connected, it is ready to use in your AI client.

  • 02

    Can I push data without a schema?

    Yes, you can use the push_import_data capability to push data for one or more tables without enforcing specific schemas.

  • 03

    Which AI clients can I use with this MCP?

    You can use any MCP-compatible client, including Claude, Cursor, and Windsurf.

  • 04

    Is it possible to trigger a sync manually?

    Yes, you can use the start_sync capability to manually trigger a replication job for a specific source.

  • 05

    Can I check if my data loads were successful?

    Yes, you can use the list_loads capability to see recent data loading attempts and verify their status.

  • 06

    How can I verify if my data format is correct before pushing it to the warehouse?

    You can use the validate_import_data capability. It functions exactly like a data push but only tests your credentials and data formatting without actually persisting any records.

  • 07

    Is there a way to check if the Stitch Import API is currently operational?

    Yes, use the get_import_status capability. It checks the operational status of the Import API and returns whether it is functioning correctly.

  • 08

    How do I see which types of sources I can connect to my Stitch account?

    Run the list_source_types capability. It will provide a comprehensive list of all available source connectors supported by Stitch.

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