How to Use the MindsDB (AI Database & Predictors) MCP in Windsurf

Q: Can Windsurf use MindsDB (AI Database & Predictors) for complex SQL?

Yes. You send SQL commands through the executesqlquery tool. It processes the statement and returns the result set immediately.

Use Windsurf to run predictive SQL queries directly against your data, turning raw records into actionable model outputs.

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Connect MindsDB (AI Database & Predictors) MCP to Windsurf

Create your Vinkius account to connect MindsDB (AI Database & Predictors) to Windsurf and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup MindsDB (AI Database & Predictors) with Windsurf

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Execute predictive SQL in Windsurf

Windsurf uses `execute_sql_query` to fire commands directly into your database. You get results back without leaving your IDE. Keep an eye on your row count. Always add a LIMIT to your queries to avoid flooding your context window.

Audit your models with Windsurf

Use `list_models` to see exactly what predictors are ready for your next feature. It shows you the current state of your AI infrastructure. Need more detail on a specific predictor? Feed the name into `get_model` to pull the underlying configuration and status.

Monitor system health in Windsurf

Call `get_status` to verify your cluster version and general health. It acts as a quick ping to confirm the server is responsive. Check your available data sources by running `list_databases`. This confirms which external connections are live and ready for analysis.

Setup guide

Set up MindsDB (AI Database & Predictors) MCP in Windsurf

Prerequisites

Windsurf IDE installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Click the Cascade assistant icon in the sidebar, then click the hammer icon (🔨) at the top of the panel. Select "Configure" to open ~/.codeium/windsurf/mcp_config.json.
2

Add the MindsDB (AI Database & Predictors) MCP

Paste the JSON snippet shown on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Refresh MCPs

Go back to the hammer icon (🔨) in Cascade and click "Refresh". Windsurf will detect the new server. No full restart is needed — the connection is hot-reloaded.
4

Verify in Cascade

Start a new Cascade conversation and ask something like "Show my MindsDB (AI Database & Predictors) payment history." If connected, Cascade will call the MindsDB (AI Database & Predictors) tools directly. You will see a green dot next to the server name in the MCP panel.

mcp_config.json

{
  "mcpServers": {
    "mindsdb-ai-database-predictors-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by MindsDB. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about MindsDB (AI Database & Predictors) MCP in Windsurf

Open your MCP settings in Windsurf and add the server configuration. Once you refresh the panel, Windsurf detects the tools and makes them available to Cascade.

Yes. You send SQL commands through the `execute_sql_query` tool. It processes the statement and returns the result set immediately.

It does. You can list your models and check status parameters using the provided tools. This allows you to manage the prediction engine from your editor.

The server might hit a context limit if you pull too many rows. Always use a LIMIT clause in your SQL to keep the response size manageable.

The server acts as a bridge between your agent and your database. Your data is processed through encrypted channels and remains restricted to your authorized connections.

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