MindsDB (AI Database & Predictors) MCP Server for Cursor 6 tools — connect in under 2 minutes
Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.
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{
"mcpServers": {
"mindsdb-ai-database-predictors": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About MindsDB (AI Database & Predictors) MCP Server
Connect your MindsDB instance to any AI agent and take full control of your machine learning workflows, automated predictions, and data integrations through natural SQL-based conversation.
Cursor's Agent mode turns MindsDB (AI Database & Predictors) into an in-editor superpower. Ask Cursor to generate code using live data from MindsDB (AI Database & Predictors) and it fetches, processes, and writes. all in a single agentic loop. 6 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.
What you can do
- Predictive Orchestration — Execute arbitrary SQL statements to trigger automated machine learning commands, including 'CREATE MODEL' and 'SELECT ... PREDICT' directly from your agent
- Model Lifecycle Audit — List trained AI tables (models) across your projects and retrieve detailed meta-features tracking generation progress or internal accuracy metrics
- Data Source Integration — Enumerate external databases connected through MindsDB (e.g., PostgreSQL, Snowflake, ClickHouse) to audit your data pipeline boundaries securely
- Virtual View Management — List virtual data views and SQL structural mappings that act as proxy tables for complex data transformation logic
- Cluster Diagnostics — Retrieve active cluster status and version statistics to verify the availability and health of your MindsDB environment
- Advanced SQL Execution — Run sophisticated queries combining scalar data with ML predictions to fetch literal insights across any schema entity natively
The MindsDB (AI Database & Predictors) MCP Server exposes 6 tools through the Vinkius. Connect it to Cursor in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect MindsDB (AI Database & Predictors) to Cursor via MCP
Follow these steps to integrate the MindsDB (AI Database & Predictors) MCP Server with Cursor.
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
Save the file
Cursor will automatically detect the new MCP server
Start using MindsDB (AI Database & Predictors)
Open Agent mode in chat and ask: "Using MindsDB (AI Database & Predictors), help me...". 6 tools available
Why Use Cursor with the MindsDB (AI Database & Predictors) MCP Server
Cursor AI Code Editor provides unique advantages when paired with MindsDB (AI Database & Predictors) through the Model Context Protocol.
Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context
Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards
MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment
VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools
MindsDB (AI Database & Predictors) + Cursor Use Cases
Practical scenarios where Cursor combined with the MindsDB (AI Database & Predictors) MCP Server delivers measurable value.
Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP
Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically
Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates
Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data
MindsDB (AI Database & Predictors) MCP Tools for Cursor (6)
These 6 tools become available when you connect MindsDB (AI Database & Predictors) to Cursor via MCP:
execute_sql_query
E.g: CREATE DATABASE, SELECT ... WHERE, CREATE MODEL ... PREDICT. Wrap logic safely. VERY IMPORTANT: queries returning a large number of rows MUST be explicitly wrapped in a LIMIT statement or risk hitting context overflow. Execute arbitrary SQL statements bounding MindsDB elements
get_model
Get an explicitly trained AI prediction engine
get_status
Acts as a ping tracer returning valid core version/health specs. Get active cluster diagnostic and version statistics
list_databases
List external databases connected through MindsDB
list_models
Use when checking which algorithms are ready to query predictions. List trained AI tables (models) available in a project
list_views
List virtual data views stored inside a target project
Example Prompts for MindsDB (AI Database & Predictors) in Cursor
Ready-to-use prompts you can give your Cursor agent to start working with MindsDB (AI Database & Predictors) immediately.
"List all ML models in the 'mindsdb' project"
"Execute SQL: SELECT price, price_explain FROM mindsdb.home_price_predictor WHERE sqft = 2500"
"Show me all connected databases in my MindsDB instance"
Troubleshooting MindsDB (AI Database & Predictors) MCP Server with Cursor
Common issues when connecting MindsDB (AI Database & Predictors) to Cursor through the Vinkius, and how to resolve them.
Tools not appearing in Cursor
Server shows as disconnected
MindsDB (AI Database & Predictors) + Cursor FAQ
Common questions about integrating MindsDB (AI Database & Predictors) MCP Server with Cursor.
What is Agent mode and why does it matter for MCP?
Where does Cursor store MCP configuration?
mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.Can Cursor use MCP tools in inline edits?
How do I verify MCP tools are loaded?
Connect MindsDB (AI Database & Predictors) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Google's framework for building production AI agents.
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TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect MindsDB (AI Database & Predictors) to Cursor
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.