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

Q: Does MindsDB (AI Database & Predictors) work with Cursor agent mode?

It does. The agent can trigger executesqlquery to generate code based on live database results instead of relying on static mocks.

Q: Can I list my models using MindsDB (AI Database & Predictors) in Cursor?

Yes, simply run listmodels to view all trained predictors. You can then use getmodel to retrieve specific details for your implementation.

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Connect MindsDB (AI Database & Predictors) MCP to Cursor

Create your Vinkius account to connect MindsDB (AI Database & Predictors) to Cursor 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 Cursor

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Claude

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Execute SQL for real-time predictions

Use `execute_sql_query` to fetch predictions directly into your editor. You get live data injected into your codebase during agent sessions. Always wrap your SQL logic in a LIMIT clause. This keeps your editor context clean and prevents massive result sets from slowing down your agent.

Manage AI predictors in Cursor

List your available engines using `list_models` to see what is ready for your current task. This keeps your development loop tight. Use `get_model` to verify that your chosen prediction engine is active before writing code that depends on its output.

Inspect database and view structure

Use `list_databases` and `list_views` to see exactly what data is available to your agent. It helps you write accurate queries on the first try. Check your system health with `get_status` to ensure your connection is active and stable during long coding sessions.

Setup guide

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

Prerequisites

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

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the MindsDB (AI Database & Predictors) MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent MindsDB (AI Database & Predictors) transactions." If the MCP tools are loaded correctly, Cursor will call the MindsDB (AI Database & Predictors) tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

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

Get your connection token →

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

Create a .cursor/mcp.json file in your project root and add the MindsDB server configuration. Enable Agent mode in your chat to start using the tools.

It does. The agent can trigger `execute_sql_query` to generate code based on live database results instead of relying on static mocks.

The server processes queries via a secure bridge. Your database credentials never leave the established connection, keeping your project data isolated.

Yes, simply run `list_models` to view all trained predictors. You can then use `get_model` to retrieve specific details for your implementation.

Your predictive engine metadata is handled in an ephemeral session. The server does not persist your query history or database contents.

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