Bring Data Lake
to Cursor
Create your Vinkius account to connect Starburst to Cursor and start using all 6 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
Compatible with every major AI agent and IDE
What is the Starburst MCP Server?
Integrate the powerful federated data analytics capabilities of Starburst directly into your conversational AI workflows. Empower your data engineering and analytics teams to query extensive data lakes, manage organizational roles, and explore detailed schemas without needing to explicitly switch between database clients. Securely map your AI assistant to your Starburst host, enabling natural language orchestration of complex Trino-based data products to accelerate data discovery and governance across your entire enterprise architecture.
What you can do
- Federated Query Execution — Pass complex SQL statements programmatically against your connected data sources utilizing
execute_query, receiving structured analytic returns directly. - Schema & Catalog Discovery — Actively map your data landscape by inspecting linked databases invoking
list_catalogs, and drill down into specific table hierarchies usinglist_schemas. - Data Product Management — Manage and retrieve existing analytical data products across the Starburst network systematically validating data definitions using
list_data_products. - Governance & Role Administration — Inspect access control limitations securely by navigating role assignments formally deploying requests through
list_rolesand evaluating privilege thresholds.
How it works
- Install the Starburst MCP connector, binding it inherently to your active LLM assistant.
- In the MCP configurations, provide your
STARBURST_HOSTand yourSTARBURST_TOKENto securely establish a persistent communication session. - Instruct the AI: "Execute a query listing the top 10 rows from the 'customer_analytics' table located in our 'production_hive' catalog, and summarize the data."
Who is this for?
- Data Engineers — Radically streamline data auditing by parsing schemas, managing catalogs, and iterating over queries utilizing an intuitive conversational interface.
- Data Analysts — Explore massive federated datasets without writing rigorous boilerplate connection scripts, leveraging AI to construct and execute complex SQL instantly.
- Data Governance Managers — Maintain strict oversight of access limitations continuously verifying role assignments and auditing internal data products natively.
Built-in capabilities (6)
Retrieves details for a specific SQL query
g., S3, Snowflake, Iceberg) are connected. Lists all data catalogs available in Starburst Galaxy
Lists all published data products
Lists data product domains
Lists recent SQL queries executed in the cluster
Lists all security roles in the organization
Why Cursor?
Cursor's Agent mode turns Starburst into an in-editor superpower. Ask Cursor to generate code using live data from Starburst 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.
- —
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
Starburst in Cursor
Why run Starburst with Vinkius?
The Starburst connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 6 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.




Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Starburst using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Starburst and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Starburst to Cursor through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Starburst for Cursor
Every request between Cursor and Starburst is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can the AI run write or drop queries?
That depends on your token's permissions. The execute_query tool passes any SQL to Starburst. To prevent mutations, provision a read-only token via your Starburst security settings.
How do I handle queries that return thousands of rows?
Always add a LIMIT clause in your SQL. Large result sets can exceed the AI's context window. Instruct the agent to use LIMIT 10 or LIMIT 50 to keep responses manageable.
What credentials do I need?
Two values: STARBURST_HOST (your cluster URL, e.g., https://mycluster.trino.galaxy.starburst.io) and STARBURST_TOKEN (a service account token from your Starburst admin settings).
What is Agent mode and why does it matter for MCP?
Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.
Where does Cursor store MCP configuration?
Cursor looks for MCP server configurations in a 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?
No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.
How do I verify MCP tools are loaded?
Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.
Tools not appearing in Cursor
Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.
Server shows as disconnected
Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.
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