Bring Olap
to OpenAI Agents SDK
Create your Vinkius account to connect StarRocks to OpenAI Agents SDK and start using all 10 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the StarRocks MCP Server?
Empower your AI agent to orchestrate your high-performance OLAP infrastructure with StarRocks, the leading distributed analytical database. By connecting StarRocks to your agent, you transform complex cluster auditing, schema management, and data querying into a natural conversation. Your agent can instantly list databases, retrieve table schemas, monitor backend nodes, and even execute complex SQL queries without you ever needing to open a SQL terminal or the StarRocks Manager. Whether you are conducting a data audit or monitoring real-time ingestion jobs, your agent acts as a real-time data reliability assistant, keeping your analytical platform accurate and your insights moving.
What you can do
- Database Orchestration — List all databases and retrieve detailed table schemas and structures.
- Analytical Querying — Execute arbitrary SQL queries directly through the agent to retrieve real-time insights.
- Cluster Monitoring — Browse status and metadata for Frontend (FE) and Backend (BE) nodes to audit health.
- Ingestion Control — Monitor data load jobs and historical ingestion performance for your analytical pipelines.
- Storage Insights — Retrieve disk usage and data size statistics across the entire distributed cluster.
How it works
- Subscribe to this server
- Enter your StarRocks FE Host, Port, User, and Password
- Start managing your OLAP infrastructure through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Engineers — automate schema auditing and monitor ingestion pipelines through natural language queries.
- Analytics Leads — coordinate data access and audit materialized views directly from your AI-powered workspace.
- Infrastructure SREs — monitor cluster node health and storage usage via a unified AI interface.
- StarRocks Power Users — integrate your existing analytical workflows into your AI-driven daily routines.
Built-in capabilities (10)
Execute arbitrary SQL query
Get frontend nodes info
Get data storage statistics
Get table structure
List all databases
List data load jobs
List materialized views
List backend nodes
List tables in a database
List database views
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 10 tools from StarRocks through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries StarRocks, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
StarRocks in OpenAI Agents SDK
Why run StarRocks with Vinkius?
The StarRocks 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 10 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 StarRocks using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
StarRocks and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect StarRocks to OpenAI Agents SDK 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
StarRocks for OpenAI Agents SDK
Every request between OpenAI Agents SDK and StarRocks 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
How do I find my StarRocks FE Host and Port?
The FE Host is the IP address or domain of your StarRocks Frontend node. The default HTTP port is 8030. You can verify these in your deployment configuration or by contacting your administrator.
Can I execute DELETE or UPDATE queries through this server?
Yes. Use the execute_query tool. As long as your authenticated user has the necessary permissions in StarRocks, you can execute any valid SQL statement, including DDL and DML operations.
Is it possible to monitor cluster health through the agent?
Yes! Use the get_cluster_info and list_nodes tools to retrieve real-time status for all Frontend and Backend nodes, helping you identify offline or overloaded nodes instantly.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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