MindsDB (AI Database & Predictors) MCP Server for Mastra AI 6 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect MindsDB (AI Database & Predictors) through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"mindsdb-ai-database-predictors": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "MindsDB (AI Database & Predictors) Agent",
instructions:
"You help users interact with MindsDB (AI Database & Predictors) " +
"using 6 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with MindsDB (AI Database & Predictors)?"
);
console.log(result.text);
}
main();
* 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.
Mastra's agent abstraction provides a clean separation between LLM logic and MindsDB (AI Database & Predictors) tool infrastructure. Connect 6 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
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 Mastra AI 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 Mastra AI via MCP
Follow these steps to integrate the MindsDB (AI Database & Predictors) MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 6 tools from MindsDB (AI Database & Predictors) via MCP
Why Use Mastra AI with the MindsDB (AI Database & Predictors) MCP Server
Mastra AI provides unique advantages when paired with MindsDB (AI Database & Predictors) through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add MindsDB (AI Database & Predictors) without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every MindsDB (AI Database & Predictors) tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
MindsDB (AI Database & Predictors) + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the MindsDB (AI Database & Predictors) MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query MindsDB (AI Database & Predictors), process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed MindsDB (AI Database & Predictors) as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query MindsDB (AI Database & Predictors) on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using MindsDB (AI Database & Predictors) tools alongside other MCP servers
MindsDB (AI Database & Predictors) MCP Tools for Mastra AI (6)
These 6 tools become available when you connect MindsDB (AI Database & Predictors) to Mastra AI 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 Mastra AI
Ready-to-use prompts you can give your Mastra AI 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 Mastra AI
Common issues when connecting MindsDB (AI Database & Predictors) to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpMindsDB (AI Database & Predictors) + Mastra AI FAQ
Common questions about integrating MindsDB (AI Database & Predictors) MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
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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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
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 Mastra AI
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.