Bring Spatial Analytics
to OpenAI Agents SDK
Create your Vinkius account to connect Mapulus to OpenAI Agents SDK and start using all 9 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 Mapulus MCP Server?
Connect your Mapulus account to any AI agent and access deep Australian location intelligence through natural conversation.
What you can do
- Statistical Boundaries — Search and list suburbs, postcodes, LGAs, and other Australian geographies
- Demographic Data — Retrieve ABS Census-derived insights on population, income, and housing
- Spatial Analytics — Generate isochrones (catchment areas) and query H3 hexagonal indices
- Location Enrichment — Enrich any lat/lon coordinate with detailed geographic and statistical context
How it works
- Subscribe to this server
- Enter your Mapulus API Key
- Start querying Australian geographic data from Claude, Cursor, or any MCP-compatible client
Built-in capabilities (9)
Enrich a location with geographic context
g., "poa:2000"). Get details for a specific boundary
Get demographics for a boundary
Get H3 index for a location
Generate travel-time boundaries
Get data for a specific postcode
List available data topics
Search for Australian statistical boundaries
Search specifically for Australian suburbs
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 9 tools from Mapulus through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Mapulus, 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
Mapulus in OpenAI Agents SDK
Why run Mapulus with Vinkius?
The Mapulus 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 9 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 Mapulus using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mapulus and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mapulus 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
Mapulus for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Mapulus 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 Mapulus API Key?
Log in to Mapulus, go to Profile > API Keys, and you can generate your key there.
What regions are covered by Mapulus?
Mapulus specializes in Australian geographic and statistical data (ABS Census boundaries).
Is my API Key secure?
Absolutely. Your token is encrypted at rest and injected securely at runtime.
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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