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.

Mapulus MCP Server for Cursor 9 tools — connect in under 2 minutes

Name: Mapulus
Availability: InStock
Author: Vinkius

docs.cursor.com/context/model-context-protocol

Built by Vinkius GDPR 9 Tools IDE

Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Mapulus and 2,500+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

{
  "mcpServers": {
    "mapulus": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Mapulus MCP Server

Connect your Mapulus account to any AI agent and access deep Australian location intelligence through natural conversation.

Cursor's Agent mode turns Mapulus into an in-editor superpower. Ask Cursor to generate code using live data from Mapulus and it fetches, processes, and writes. all in a single agentic loop. 9 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

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

The Mapulus MCP Server exposes 9 tools through the Vinkius. Connect it to Cursor 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 Mapulus to Cursor via MCP

Follow these steps to integrate the Mapulus MCP Server with Cursor.

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"

Add the server config

Paste the JSON configuration above into the mcp.json file that opens

Save the file

Cursor will automatically detect the new MCP server

Start using Mapulus

Open Agent mode in chat and ask: "Using Mapulus, help me...". 9 tools available

Why Use Cursor with the Mapulus MCP Server

Cursor AI Code Editor provides unique advantages when paired with Mapulus through the Model Context Protocol.

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

Mapulus + Cursor Use Cases

Practical scenarios where Cursor combined with the Mapulus MCP Server delivers measurable value.

Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP

Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically

Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates

Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data

Mapulus MCP Tools for Cursor (9)

These 9 tools become available when you connect Mapulus to Cursor via MCP:

enrich_location

Enrich a location with geographic context

get_boundary_details

g., "poa:2000"). Get details for a specific boundary

get_demographics

Get demographics for a boundary

get_h3_index

Get H3 index for a location

get_isochrone

Generate travel-time boundaries

get_postcode_data

Get data for a specific postcode

list_data_topics

List available data topics

search_boundaries

Search for Australian statistical boundaries

search_suburbs

Search specifically for Australian suburbs

Example Prompts for Mapulus in Cursor

Ready-to-use prompts you can give your Cursor agent to start working with Mapulus immediately.

"Search for boundaries matching 'Sydney'."

"Get demographics for postcode 2000."

"Show available data topics."

Troubleshooting Mapulus MCP Server with Cursor

Common issues when connecting Mapulus to Cursor through the Vinkius, and how to resolve them.

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.

Mapulus + Cursor FAQ

Common questions about integrating Mapulus MCP Server with Cursor.

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.