
AI Agent for Foursquare Places
Integrate the Foursquare Places API with FlowHunt’s AI Agents to deliver real-time, context-aware location intelligence. Tap into a global database of 100 million locations across 1,500+ categories, providing your applications with rich metadata, reviews, photos, and advanced search capabilities. Enhance user experiences with precise place detection, advanced filtering, and situational awareness powered by Foursquare’s robust data and Model Context Protocol (MCP) integration.

Instant Location Intelligence
Transform raw GPS data into actionable insights with Foursquare’s Places API. Use precise GeoTagging and Place Snap technology to pinpoint exact locations and access real-time metadata, reviews, and ratings. FlowHunt’s integration makes your AI agent situationally aware and able to recommend nearby venues, filter by category, and deliver hyper-personalized experiences.
- Precise GeoTagging.
- Pinpoint exact user locations from coffee shops to parks using Foursquare’s Place Snap technology.
- Rich Metadata.
- Access photos, reviews, ratings, and real-time popularity to provide rich local context.
- Advanced Filtering.
- Filter results by category, features, hours, and more for highly tailored recommendations.
- Personalized Experiences.
- Deliver recommendations based on user surroundings for engaging, contextual interactions.

Seamless AI Integration with MCP
Utilize the Model Context Protocol (MCP) to seamlessly connect your AI agents with Foursquare’s data. Enable secure, direct access via the MCP server, ensuring your AI can query, search, and analyze places data in real time. Designed for developers, this integration allows for rapid prototyping and deployment with strong data governance.
- Direct LLM Connectivity.
- Expose Foursquare API functions that large language models can understand and call directly.
- Secure API Key Usage.
- Integrate safely with your Foursquare developer account and control access with secure API keys.
- Developer Friendly.
- Get started quickly with Python MCP server setup and clear documentation for fast onboarding.

Global Data, Local Impact
Leverage a global, open-source places database to ensure your solutions are relevant worldwide. Access over 100 million locations in 1,500+ categories, ensuring comprehensive coverage and up-to-date context wherever your users are. Build applications that scale from local search to global discovery with Foursquare’s trusted data.
- Global Coverage.
- Tap into a worldwide database of 100M+ locations spanning more than 1500 categories.
- Scalable Solutions.
- Build applications that work for local, regional, and global use cases with a single integration.
Connect Your Foursquare Places with FlowHunt AI
Connect your Foursquare Places to a FlowHunt AI Agent. Book a personalized demo or try FlowHunt free today!
What is Foursquare
Foursquare Labs Inc. is a leading geolocation technology company and data cloud platform based in the United States. Foursquare specializes in providing cutting-edge location intelligence solutions that help businesses and organizations understand how people move and interact in the real world. Their platform combines precise point-of-interest (POI) data, real-time location technology, and geospatial analytics to deliver actionable insights for marketers, developers, analysts, and enterprises. Foursquare’s suite of products includes tools for attribution, audience targeting, proximity-based marketing, geofencing, spatial analytics, and more. The company’s technology is used across a wide range of industries, enabling businesses to improve marketing effectiveness, optimize operations, and build innovative, location-aware applications.
Capabilities
What we can do with Foursquare
Foursquare’s platform offers a comprehensive range of geospatial and location intelligence capabilities, empowering users to harness real-time and historical location data for business, marketing, and product development.
- Precise POI Data
- Access and integrate detailed global point-of-interest data to enrich applications and datasets.
- Attribution
- Measure the impact of advertising campaigns by linking digital activity to real-world store visits.
- Audience Targeting
- Reach in-market consumers with advanced audience segmentation and location-based insights.
- Proximity Marketing
- Deploy custom, real-time geofencing and proximity-triggered experiences for customers.
- Spatial Analytics
- Use tools like Workbench and Studio for advanced geospatial visualization and business intelligence.

How AI Agents Benefit from Foursquare
AI agents can leverage Foursquare’s rich geospatial data and advanced analytics to build context-aware solutions, enhance personalization, and make data-driven decisions. By integrating Foursquare’s APIs, AI agents can access real-time location data, POI information, and movement patterns, enabling smarter recommendations, targeted marketing, and more efficient automation for tasks that depend on user or asset location.