Constructor MCP Server for Cursor 10 tools — connect in under 2 minutes
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.
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{
"mcpServers": {
"constructor": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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 Constructor MCP Server
Connect your Constructor.io account to any AI agent and take full control of your site search and product discovery workflows through natural conversation.
Cursor's Agent mode turns Constructor into an in-editor superpower. Ask Cursor to generate code using live data from Constructor and it fetches, processes, and writes. all in a single agentic loop. 10 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.
What you can do
- AI-Powered Search — Execute ML-ranked product retrieval dynamically mapped to e-commerce signals and user intent
- Predictive Autocomplete — Access fast predictive typing boundaries and trace exact matched categories for any partial query
- Dynamic Recommendations — Surface personalized products using collaborative filtering models and custom recommendation pods
- Category & Brand Browsing — Navigate through product directory trees and manufacturer taxonomies without any query bias
- Advanced Filtering — Apply strict attribute filters (colors, sizes, features) and custom sort rules to refine product discovery results
- Collection Management — Retrieve curated marketing clusters and static collections accurately for promotional auditing
The Constructor MCP Server exposes 10 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 Constructor to Cursor via MCP
Follow these steps to integrate the Constructor 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 Constructor
Open Agent mode in chat and ask: "Using Constructor, help me...". 10 tools available
Why Use Cursor with the Constructor MCP Server
Cursor AI Code Editor provides unique advantages when paired with Constructor 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
Constructor + Cursor Use Cases
Practical scenarios where Cursor combined with the Constructor 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
Constructor MCP Tools for Cursor (10)
These 10 tools become available when you connect Constructor to Cursor via MCP:
autocomplete
Perform structural extraction of properties driving active Account logic
browse_brand
Inspect deep internal arrays mitigating specific Plan Math
browse_category
Provision a highly-available JSON Payload generating hard Customer bindings
browse_collection
Identify precise active arrays spanning native Gateway auth
custom_search
Identify precise active arrays spanning native Hold parsing
get_recommendations
Retrieve explicit Cloud logging tracing explicit Vault limits
search_filtered
]` bounding JSON structures restricting arrays to exact colors/sizes or features. Irreversibly vaporize explicit validations extracting rich Churn flags
search_pagination
Dispatch an automated validation check routing explicit Gateway history
search_products
Identify bounded CRM records inside the Headless Constructor.io Platform
search_sorted
Enumerate explicitly attached structured rules exporting active Billing
Example Prompts for Constructor in Cursor
Ready-to-use prompts you can give your Cursor agent to start working with Constructor immediately.
"Search for 'running shoes' in Constructor"
"What products are recommended in the 'home-page-trending' pod?"
"Browse the 'Outdoor Furniture' category"
Troubleshooting Constructor MCP Server with Cursor
Common issues when connecting Constructor to Cursor through the Vinkius, and how to resolve them.
Tools not appearing in Cursor
Server shows as disconnected
Constructor + Cursor FAQ
Common questions about integrating Constructor MCP Server with Cursor.
What is Agent mode and why does it matter for MCP?
Where does Cursor store MCP configuration?
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?
How do I verify MCP tools are loaded?
Connect Constructor 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.
Autonomous AI coding agent that runs inside VS Code.
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 Constructor to Cursor
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.