MindsDB (AI Database & Predictors) MCP Server
Manage AI-powered data via MindsDB — execute SQL predictions, audit ML models, and connect data sources.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
MindsDB MCP Server: see your AI Agent in action
Built-in capabilities (6)
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
What this connector unlocks
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.
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
How it works
1. Subscribe to this server
2. Enter your MindsDB API URL and API Key (if using Cloud)
3. Start automating your machine learning from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Scientists — test predictor accuracy and monitor ML model training statuses through natural conversation without manual CLI tools
- Software Developers — integrate AI-powered predictions into applications and verify data source connections directly from your workspace
- BI Analysts — execute SQL queries that combine historical data with future predictions to generate rapid business insights efficiently
Frequently asked questions
Give your AI agents the power of MindsDB
Access MindsDB and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
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