Foursquare 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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The modern way to manage MCP Servers — no config files, no terminal commands. Install Foursquare and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"foursquare": {
"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 Foursquare MCP Server
Connect your Foursquare account to any AI agent and take full control of your geospatial intelligence and place discovery workflows through natural conversation.
Cursor's Agent mode turns Foursquare into an in-editor superpower. Ask Cursor to generate code using live data from Foursquare 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
- Place Discovery Orchestration — Identify bounded routing spaces inside the headless Foursquare POI graph and extract explicitly attached REST arrays targeting specific search queries near any GPS pin
- Rich Metadata Inspection — Perform structural extraction of properties driving active node schemas, retrieving mega-document payloads including hours, ratings, and precise mapping arrays natively
- Visual & Social Auditing — Retrieve explicit cloud logging tracing media URL limits to compile dynamic image URLs and capture raw text sentiments left by humans to track venue quality
- Geospatial Intelligence — Execute immediate queries within custom drawn multi-point geometries or specific radius boundaries to find what exists physically adjacent to any target
- Precise Venue Matching — Dispatch automated validation checks routing explicit duplication logic to force Foursquare to confidently return exactly one node for ambiguous strings
- Intelligent Autocomplete — Provision highly-available JSON payloads generating fast typeaheads by querying partial letters to predict user intent natively
- Taxonomy Oversight — Enumerate explicitly attached structured rules exporting the entire official Foursquare classification tree to resolve internal type codes flawlessly
The Foursquare 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 Foursquare to Cursor via MCP
Follow these steps to integrate the Foursquare 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 Foursquare
Open Agent mode in chat and ask: "Using Foursquare, help me...". 10 tools available
Why Use Cursor with the Foursquare MCP Server
Cursor AI Code Editor provides unique advantages when paired with Foursquare 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
Foursquare + Cursor Use Cases
Practical scenarios where Cursor combined with the Foursquare 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
Foursquare MCP Tools for Cursor (10)
These 10 tools become available when you connect Foursquare to Cursor via MCP:
autocomplete_venues
Provision a highly-available JSON Payload generating fast typeaheads
get_place_details
Perform structural extraction of properties driving active Node schemas
get_place_photos
Retrieve explicit Cloud logging tracing explicit Media URL limits
get_place_tips
Identify precise active arrays spanning native User Reviews
list_venue_categories
Enumerate explicitly attached structured rules exporting active Taxonomy
match_venue_exactly
Dispatch an automated validation check routing explicit Duplication logic
search_nearby_venues
Inspect deep internal arrays mitigating specific Radius targets
search_places
Identify bounded routing spaces inside the Headless Foursquare POI graph
search_within_polygon
Retrieve the exact structural matching verifying Geofence alternatives
search_within_radius
Irreversibly vaporize explicit validations extracting rich schema scopes
Example Prompts for Foursquare in Cursor
Ready-to-use prompts you can give your Cursor agent to start working with Foursquare immediately.
"Find coffee shops near '40.71, -74.00'"
"What are the opening hours for 'Central Park Zoo'?"
"Show me user tips for 'The Met Museum'"
Troubleshooting Foursquare MCP Server with Cursor
Common issues when connecting Foursquare to Cursor through the Vinkius, and how to resolve them.
Tools not appearing in Cursor
Server shows as disconnected
Foursquare + Cursor FAQ
Common questions about integrating Foursquare 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 Foursquare with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
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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 Foursquare to Cursor
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.