Yelp Fusion MCP for AI. Find local spots and track business performance.
Works with every AI agent you already use
…and any MCP-compatible client








How this MCP server connects to your AI agent
Yelp Fusion lets your agent dig deep into local commerce data. Search for businesses by category or location, check operational hours, find recent customer reviews, and discover upcoming local events worldwide.
It pulls together business details, service offerings, and event schedules from Yelp's massive database directly into your chat.
What AI agents can do with Yelp Fusion Automation
Autocomplete
Suggests names, keywords, and categories as you type your search query.
Get business details
Pulls rich data for a single business listing using its ID.
Get business engagement
Retrieves metrics showing how active or popular a specific business is.
Find local businesses using general terms, precise locations, or phone numbers.
Get deep metadata on any establishment, including operating hours, detailed insights, and up to three recent review excerpts.
Discover featured happenings or search for specific types of community events in an area.
Pinpoint active service offerings (like plumbing) or get lists of job types based on a natural language query.
Search for businesses that support food delivery or specific transaction methods.
Ask an AI about this
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What AI agents can do with Yelp Fusion: 17 Tools for Deep Local Discovery
These seventeen tools give you granular control over every type of local search imaginable, from basic autocomplete suggestions to detailed monthly business insights and specific transaction searches.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Yelp Fusion on VinkiusAutocomplete
Suggests names, keywords, and categories as you type your search query.
Get Business Details
Pulls rich data for a single business listing using its ID.
Get Business Engagement
Retrieves metrics showing how active or popular a specific business is.
Get Business Insights
Gathers monthly performance and trend data for a given business.
Get Business Reviews
Fetches up to three recent customer review excerpts for any business.
Get Categories
Lists all available Yelp business categories so you can browse by type.
Get Category Details
Provides detailed information about a specific business category.
Get Event Details
Gets complete information for a single, identified local event.
Get Featured Event
Identifies and retrieves the most notable or featured upcoming event in a location.
Get Jobs
Determines available job types based on descriptive text, useful for specialized...
Get Review Highlights
Extracts the most commonly mentioned positive and negative themes from a business's...
Get Service Offerings
Lists all current and eligible services that a business provides or can provide.
Match Business
Finds a specific Yelp business by matching exact input data fields.
Search Businesses
Performs a general search across all businesses on the Yelp platform.
Search By Phone
Searches for a business using its full phone number, which must include the country...
Search Events
Finds all upcoming local community or commercial events in an area.
Search Transactions
Locates businesses that support specific service methods, like food delivery.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Yelp Fusion, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Yelp Fusion. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Sandboxed per request
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Policy on every call
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Built on the Model Context Protocol (MCP) for Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 17 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
The manual process of researching a location kills you., Solved with Vinkius AI Gateway
Today, finding out what's going on in a new city means opening ten tabs: one for Google Maps, one for the local event calendar, another for Yelp reviews, and maybe a third to check if that restaurant delivers. You spend an hour copying names, pasting them into spreadsheets, and manually cross-referencing hours and ratings.
With this MCP, your agent handles the entire data pull. You ask it about 'best places for brunch in Brooklyn,' and instead of links and partial screenshots, you get a single, organized summary with live details—the address, current operating status, and top customer complaints—right in the chat.
The Yelp Fusion MCP delivers comprehensive local data.
You don't have to manually search for basic info; you can use `search_by_phone` and instantly verify if a business exists. You also pull in niche services using `get_service_offerings`, eliminating the need to call every single provider just to ask, 'Do you do X?'
What’s different now is that all this diverse information—from event details (`get_event_details`) to specific job types (`get_jobs`)—flows through a single point. The agent does the heavy lifting, giving you actionable data instantly.
What your AI can actually do with this
Need to know the best place to eat in a new city? This MCP connects your AI agent directly to Yelp’s rich global data pool. You can find everything from specific restaurant cuisines and neighborhoods to detailed business hours and customer reviews, all without leaving your chat interface. Need to research market trends? You can analyze business density or track service offerings available in a given area.
It even finds local events and helps you pinpoint businesses that support food delivery. Because this data comes from so many angles—reviews, categories, jobs, transactions—you need visibility into what's happening behind the scenes. That’s where Vinkius AI Analytics steps up; it gives you full visibility into exactly which tools were called and what data flowed through, making sure nothing happens in the dark.
019e5d68-5010-731a-9b42-b88d81374aa0 Here's how it actually works
The bottom line is, you treat Yelp’s entire global directory like a single, searchable database through your chat interface.
Subscribe to the Yelp Fusion MCP and provide your API Key.
Tell your AI agent what you're looking for (e.g., 'Italian restaurants open now in Brooklyn').
The agent uses the tools to pull detailed results, presenting everything from reviews to operating hours back to you.
Who is this actually for?
Travel agents and market researchers. These are the people who wake up needing to know if an area is viable for business or tourism. They hate spending hours cross-referencing Google Maps, Yelp's website, and local event calendars just to get a basic picture of a location.
Find the best rated spots in a new city or check if highly recommended restaurants are actually open right now.
Analyze business density, review sentiment, and service offerings across a specific neighborhood to gauge local competition.
Check competitor service offerings or look up detailed information on nearby businesses for marketing ideas.
What Changes When You Connect
Go beyond basic searching. By using get_business_details, you get deep metadata, including operating hours and specific service listings, making decisions faster than checking a website.
Don't just read reviews; understand them. The get_review_highlights tool pulls out themes like 'great atmosphere' or 'excellent service,' telling you what customers actually care about.
Build comprehensive trip reports by combining searches: use search_businesses first, then check specific events with search_events, and finally pull the full schedule via get_event_details.
Never miss a potential client. The MCP allows you to find businesses that support food delivery or specific job services using search_transactions and get_jobs in one flow.
Get immediate suggestions as you type. Use autocomplete to narrow down your search instantly, ensuring the agent targets the right category or business name the first time.
See it in action
Planning a corporate visit
The ops manager needs to know if a potential meeting location is viable. They ask the agent to use search_by_phone and then run get_business_insights. The result immediately shows contact info, current engagement metrics, and recent performance trends, saving hours of manual directory research.
Finding unique local experiences
A lifestyle blogger wants to build content about a city's culture. They ask the agent to search_events for the weekend and then use get_featured_event. This provides specific dates, locations, and details needed for an article outline.
Vetting restaurant choices
A user is choosing a new dinner spot. They ask the agent to find Italian restaurants using search_businesses, then request get_business_reviews and get_review_highlights. The agent summarizes common praise points (like 'authentic flavors') versus complaints.
Identifying service gaps
A small business owner needs to see what services their local competition offers. They ask the agent to use get_service_offerings on several nearby competitors, quickly compiling a list of market opportunities they aren't currently meeting.
The honest tradeoffs
Treating it like Google Maps
Typing 'restaurants near me' and expecting the agent to just give coordinates. This ignores business status, operating hours, or reviews.
You have to guide the agent. Use search_businesses with specific filters (like price or open now) and then follow up by asking for get_business_details. Don't rely on a single search.
Assuming all data is available
Asking the agent to provide financial forecasts or internal employee records. This MCP only accesses public Yelp data.
Stick to the publicly exposed tools. Use get_business_insights for general monthly trends, but understand it's not private financial reporting.
Ignoring specific needs
Just searching 'food' and missing out on businesses that only support delivery. These are missed if you don't check the transaction type.
Always use search_transactions if your goal involves logistics or physical goods movement, as this is a dedicated search layer.
When It Fits, When It Doesn't
Use this MCP when your core need is understanding local commerce, hospitality, and community life. If you're building an itinerary, analyzing market saturation in a neighborhood, or researching service viability for a new business, this is your toolset. Don't use it if you are trying to access private records (like payroll data) or internal company metrics; those require different MCPs. It excels at combining general searches (search_businesses) with deep dives into specific details like get_business_reviews and event planning via search_events. If your task is purely organizational, stick to a CRM-type MCP instead.
Questions you might have
How do I find businesses that deliver food using Yelp Fusion MCP? +
You must use the search_transactions tool. This dedicated search type filters results specifically for locations or services that support delivery options, which a general business search might miss.
Can I get recent customer opinions with get_business_reviews? +
Yes, the get_business_reviews tool pulls up to three of the most recent review excerpts for any given place. This gives you a quick pulse on what customers are saying right now.
What if I don't know the exact name? Can autocomplete help? +
Absolutely. Before running a main search, use autocomplete to get suggestions for businesses, keywords, and categories. This helps refine your query and ensures you target the right segment.
Is there a way to see if a business is busy or popular? +
You can check engagement metrics by calling get_business_engagement. This tool provides quantitative data on how active or relevant the listing currently is, helping you prioritize targets.
What if I need to filter by a very specific type of service, like 'dog grooming'? Can the `get_categories` tool help me narrow it down? +
Yes. The get_categories tool gives you Yelp's full business category tree structure. You can use this list to find highly niche services or cuisines that might not be obvious in a general search.
I only have a phone number for a place, but no name. Can the `search_by_phone` tool still locate it? +
Absolutely. You input the full phone number using the country code (it must start with '+'). The search_by_phone tool finds the business details directly from that specific contact information.
How can I use `get_jobs` to understand local labor market trends in a certain area? +
You simply give the get_jobs tool a natural language query, like 'plumbing' or 'nursing'. It returns specific job types based on your request, helping you gauge local employment needs.
After finding an event through search, how do I get all the detailed information about tickets and schedules using `get_event_details`? +
You pass the event ID to get_event_details. This fetches comprehensive metadata for that specific occurrence, including things like ticket links, cancellation policies, and schedule changes.
Can I find businesses that offer delivery in my area? +
Yes. Use the search_transactions tool. It specifically filters for businesses that support food delivery transactions in your specified location.
How can I see what people are saying about a specific business? +
Use the get_business_reviews tool with the business ID or alias. It returns up to 3 review excerpts and ratings to help you gauge the quality of the establishment.
Is it possible to identify a business using just a phone number? +
Absolutely. The search_by_phone tool allows you to find a Yelp business by providing its phone number (including the '+' and country code).
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