# How to integrate Foursquare MCP with Atomic Agent ```json { "title": "How to integrate Foursquare MCP with Atomic Agent", "toolkit": "Foursquare", "toolkit_slug": "foursquare", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/foursquare/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/foursquare/framework/atomic-agent.md", "updated_at": "2026-08-11T13:09:51.632Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Foursquare. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Foursquare account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Foursquare with - [OpenAI Agents SDK](https://composio.dev/toolkits/foursquare/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/foursquare/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/foursquare/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/foursquare/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/foursquare/framework/codex) - [OpenClaw](https://composio.dev/toolkits/foursquare/framework/openclaw) - [Hermes](https://composio.dev/toolkits/foursquare/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/foursquare/framework/google-adk) - [LangChain](https://composio.dev/toolkits/foursquare/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/foursquare/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/foursquare/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/foursquare/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/foursquare/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/foursquare/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/foursquare/framework/autogen) ## TL;DR ### How Atomic Agent connects to Foursquare Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Foursquare to Atomic Agent ### Connect Foursquare to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Foursquare. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Foursquare account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Foursquare MCP server, and what's possible with it? The Foursquare MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Foursquare account. It provides structured and secure access to the powerful Foursquare Places database, so your agent can search for venues, recommend places, retrieve detailed location data, surface user tips, and even fetch photos—all on your behalf. - Comprehensive place search and discovery: Let your agent find places or points of interest nearby or in any area using keywords, categories, or specific criteria. - Retrieve rich place details: Instantly pull in-depth information about a specific venue, including its name, address, ratings, categories, and more. - Access user-generated tips and reviews: Have your agent surface real user insights, tips, and experiences for any place to help guide your decisions. - Fetch location photos: Enhance your applications by retrieving and displaying user-contributed images for any venue in the Foursquare database. - Explore lesser-known and trending spots: Use Foursquare's broader search to discover new, up-and-coming, or hidden places that might not appear in standard searches. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `FOURSQUARE_RETRIEVE_NEARBY_PLACES_V3` | Retrieve nearby places v3 | The GetNearbyPlaces endpoint retrieves a list of places near a specified location, primarily supporting check-in use cases and local discovery. It returns points of interest (POIs) including lower quality results not found in the standard Place Search, enhancing location-based experiences with additional data like photos, reviews, and tips. This endpoint is ideal for applications seeking to provide users with a comprehensive view of their surroundings, including less prominent or newer locations. While it offers a broader range of results, it may sacrifice some precision compared to more focused search endpoints. Use this when you want to offer users a diverse array of nearby options, particularly for social check-in features or exploratory local recommendations. | | `FOURSQUARE_RETRIEVE_PLACE_PHOTOS_BY_ID` | Retrieve place photos by id | Retrieves photos associated with a specific place in Foursquare's database. This endpoint allows you to access user-generated images for a particular point of interest (POI) using its unique Foursquare ID (fsq_id). It's useful for enhancing your application with visual content related to locations, such as restaurants, landmarks, or businesses. The endpoint returns photo data that can be used to construct image URLs for display. Keep in mind that the number and quality of photos may vary depending on the popularity and user engagement of the place. This tool should be used when you need to display or analyze visual information about a specific location in your application. | | `FOURSQUARE_RETRIEVE_PLACES_BY_ID` | Retrieve places by id | Retrieves detailed information about a specific place using its unique Foursquare ID (FSQ ID). This endpoint provides comprehensive data about a venue, including its name, address, category, ratings, tips, photos, and other relevant information. It's particularly useful when you need in-depth details about a known location, such as for displaying venue profiles or gathering specific place attributes. The endpoint should be used when you have a valid FSQ ID and require the most up-to-date and complete information about that place. Note that this endpoint focuses on individual place details and does not provide search functionality or lists of multiple venues. | | `FOURSQUARE_RETRIEVE_PLACE_TIPS_USING_FSQ_ID` | Retrieve place tips using fsq id | Retrieves user-generated tips for a specific place in the Foursquare database. This endpoint allows you to fetch valuable insights and experiences shared by Foursquare users about a particular venue. It's useful for enhancing location-based applications with real user feedback, helping users make informed decisions about places they might visit. The endpoint returns a list of tips, which may include information such as the tip text, the user who created it, and potentially a timestamp or rating. | | `FOURSQUARE_SEARCH_PLACES_API_REQUEST` | Search places api request | The GetPlacesSearch endpoint allows you to search for places in the Foursquare database based on various criteria such as location, keywords, and categories. This tool is ideal for discovering nearby points of interest or finding specific venues. It returns a list of places matching the specified parameters, providing essential information about each location. Use this endpoint for location-based features or gathering venue information in a specific area. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Foursquare from Atomic Agent With your account connected, ask Atomic Agent to work with Foursquare in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Foursquare MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/foursquare/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/foursquare/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/foursquare/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/foursquare/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/foursquare/framework/codex) - [OpenClaw](https://composio.dev/toolkits/foursquare/framework/openclaw) - [Hermes](https://composio.dev/toolkits/foursquare/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/foursquare/framework/google-adk) - [LangChain](https://composio.dev/toolkits/foursquare/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/foursquare/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/foursquare/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/foursquare/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/foursquare/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/foursquare/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/foursquare/framework/autogen) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management. - [21risk](https://composio.dev/toolkits/_21risk) - 21RISK is a web app built for easy checklist, audit, and compliance management. It streamlines risk processes so teams can focus on what matters. - [Abstract](https://composio.dev/toolkits/abstract) - Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort. - [AccuWeather](https://composio.dev/toolkits/accu_weather) - AccuWeather is a global weather service providing current conditions, forecasts, MinuteCast precipitation, alerts, and lightning data. Use it for fast, localized forecasts and real-time weather alerts. - [Adafruit IO](https://composio.dev/toolkits/adafruit_io) - Adafruit IO is Adafruit's cloud platform for connected device and IoT project data. 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Get precise environmental insights to power smarter decisions in your apps and workflows. - [Ambient weather](https://composio.dev/toolkits/ambient_weather) - Ambient Weather is a platform for personal weather stations with a robust API for accessing local, real-time, and historical weather data. Get detailed environmental insights directly from your own sensors for smarter apps and automations. - [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements. - [ApexVerify](https://composio.dev/toolkits/apexverify) - ApexVerify is a contact-data validation service for emails and phone numbers. Use it to normalize, verify, and clean leads before they enter your systems. - [Api ninjas](https://composio.dev/toolkits/api_ninjas) - Api ninjas offers 120+ public APIs spanning categories like weather, finance, sports, and more. Developers use it to supercharge apps with real-time data and actionable endpoints. - [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots. - [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches. - [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. Developers use it to access fresh, low-latency SERP data on demand. - [Beach Day API](https://composio.dev/toolkits/beach_day_api) - Beach Day API is a beach intelligence service for search, conditions, scores, rules, amenities, tides, and country coverage. Use it to power trip planning, surf reports, safety checks, and location-aware beach discovery. - [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance. - [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows. - [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Foursquare MCP? With a standalone Foursquare MCP server, the agents and LLMs can only access a fixed set of Foursquare tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Foursquare and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Foursquare tools. ### Can I manage the permissions and scopes for Foursquare while using Tool Router? Yes, absolutely. You can configure which Foursquare scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Foursquare data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)