Data & Analytics · Yelp + Claude
Yelp MCP with Claude: Local Business Search and Review Insight
The short answer
Claude connects to Yelp through the Model Context Protocol, a secure standard that lets Claude use outside software with permissions you control. Once connected, Claude can search for businesses, fetch ratings and read customer reviews, then summarise what it finds in plain English for your team.
What is Yelp?
Yelp is a local business directory and review platform with millions of listings across many towns and cities. It holds business details, opening information, star ratings and written reviews from customers. Operations teams, marketing managers, property and facilities teams, and businesses that rely on local services use it to find suppliers, check reputations and understand what customers say about a location.
How Claude connects to Yelp through MCP
The Model Context Protocol, or MCP, is an open standard that lets Claude securely use other software. Think of it as a universal adapter between Claude and a tool such as Yelp. Claude reads information and takes actions through that adapter, and only the permissions you allow are available to it.
Once connected, Claude can search for businesses by category and location, fetch ratings and listing details, and analyse the text of customer reviews. For example, it might group complaints about wait times, spot patterns across several branches, or shortlist local service providers that match a set of requirements you describe in natural language.
Yelp access in this setup requires no sign-in, so the main controls sit with your organisation. We limit what Claude can query, log each request for audit, and keep people in charge of any decision that matters, such as choosing a supplier or responding publicly to a review. Claude prepares the research; your staff make the call.
What you can automate
Supplier shortlisting for facilities teams
A facilities manager needs a local electrician or plumber for several sites. Claude searches Yelp for providers in each area, reads their ratings and recent reviews, and returns a short comparison highlighting reliability, response times and any repeated concerns. The manager reviews the shortlist and makes the final selection, saving hours of manual searching.
Branch performance benchmarking
A retail or hospitality operator with many locations wants to understand how each branch is perceived by customers. Claude pulls ratings and review themes for its listings and competitors nearby, then summarises where each branch leads or lags. Regional managers receive a clear view they can use in planning meetings.
Competitor monitoring for marketing
A marketing team tracks how rival local businesses are rated and what customers praise or criticise. Claude gathers this information on a regular schedule and produces a brief highlighting new themes, such as frequent mentions of pricing or service speed. The team uses these insights to shape messaging and offers.
Customer feedback themes
A customer experience lead wants to know why ratings have shifted at certain locations. Claude reads reviews over a chosen period and groups comments into themes with example quotes. The findings help the team prioritise fixes, such as staff training or opening-hour changes.
Local vendor due diligence
Before signing with a local service firm, a procurement team checks its public reputation. Claude reviews the listing, rating trend and review content, flagging anything that needs a closer look. This supports a faster, more informed first conversation with the vendor.
An end-to-end workflow: Monthly multi-site reputation report
TriggerThe first working day of each month, a scheduled request starts the workflow.
Claude retrieves the current listings and ratings for each of the organisation's sites on Yelp.
Claude reads reviews posted in the previous month and groups them into themes such as service, cleanliness and waiting time.
Claude compares the results with the prior month and notes significant changes.
The report is written into a shared document in Microsoft 365 and a summary is posted to the operations channel.
A regional manager reviews the findings and assigns follow-up actions, which are logged as tasks in the ticketing system.
OutcomeOperations leaders receive a consistent monthly view of customer sentiment across all sites, and follow-up actions are tracked rather than forgotten. Results will vary by business, but teams commonly report faster, more regular reviews.
How we set it up
Free automation audit
We begin with a free automation audit to identify the workflows where Yelp data would make the biggest difference to your team, such as supplier research, reputation tracking or competitor monitoring.
Connect Claude to Yelp
We connect Claude to Yelp through an MCP server, using the no-sign-in access that Yelp supports for this setup. Access is limited to the search and review queries your workflow needs.
Design the end-to-end workflow
We map how Yelp findings flow into your other systems, such as Microsoft 365, your CRM, ERP or ticketing tool. We define where people approve decisions and what gets logged.
Test and launch with monitoring
We test the workflow against real past cases, check the accuracy of summaries, and launch with monitoring and audit logs so you can see every request Claude makes.
Train your team
We train your staff on how to request reports, read the outputs, and escalate anything unusual. Ongoing support helps the workflow improve as your needs change.
Who benefits
- Operations director
- Gets a regular, consistent view of customer sentiment across every location without manual research.
- Facilities or procurement manager
- Shortlists local suppliers faster and with better evidence of reliability.
- Marketing lead
- Tracks competitor reputation and emerging customer themes to inform campaigns.
- IT or digital head
- Keeps control through least-privilege access, approval steps and audit logs.
Security and control
- Access is limited to the search and review queries your workflow requires.
- People approve any consequential action, such as supplier selection or public responses.
- Every request Claude makes is logged so your IT team can review activity.
- Summaries are checked against source reviews during testing to reduce errors.
- Yelp content is used only for the purposes your agreed workflow describes.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can use this workflow within their existing data protection obligations. Indian organisations must meet the Digital Personal Data Protection Act, 2023, and businesses in the UAE and Saudi Arabia must follow their local data protection laws. We choose the hosting region for any custom application to help meet these requirements, whether in India, the United States, the United Kingdom or the European Union.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Yelp MCP server do?
The Yelp MCP server acts as a secure bridge between Claude and Yelp's business data. It lets Claude search for businesses, fetch ratings and read customer reviews when it receives a request. The server handles the connection, so Claude can work with Yelp information in plain language without anyone writing code for each query.
Is it secure to connect Yelp to Claude?
Security depends on how the connection is set up. We limit Claude to the queries your workflow needs, log each request, and keep people in charge of decisions. Yelp access in this setup requires no sign-in, so we focus controls on what Claude can ask for and how results are used.
What can Claude do with Yelp once connected?
Claude can search businesses by category and location, retrieve ratings and listing details, and analyse review text to find themes. It can then compare results, produce summaries and write findings into documents or messages. It prepares research, while your staff decide what to do with it.
How long does setup take?
Timelines depend on how many workflows you need and how many systems they connect to. A focused single workflow can often be designed and tested within a few weeks. We confirm the schedule after the free automation audit, once we understand your requirements.
Which plan or permissions are needed?
Yelp access in this setup requires no sign-in, so no individual account permissions are typically needed to start. Your organisation decides which workflows Claude may run and who can view the results. We confirm the exact requirements during the audit.