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How to Use the Yelp Fusion MCP in Cline

Build components that fetch live data with Yelp Fusion, executed by Cline in VS Code.

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Cline

Connect Yelp Fusion MCP to Cline

Create your Vinkius account to connect Yelp Fusion to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Populate components from structured search data

You can write code to call `search_businesses` and structure the output directly into a component's state. For instance, you might loop through results to build a list of potential locations. This means your dashboard populates instantly when running the service. If you need absolute certainty about an ID, use `match_business`. You can write a small function that takes user input and calls this tool; it returns a definitive match or fails gracefully, letting you handle the error in code.

Process rich business metrics into widgets

Cline lets you process review data. Run `get_business_reviews` to grab up to three excerpts and feed those directly into a widget component. You can then write logic that counts positive mentions or extracts keywords from the text. Need deeper context? Use `get_business_insights`. Your code can pull this monthly performance data, allowing you to build charts or trend indicators based on the returned metrics.

Validate inputs and service offerings in code

You can write a validation script that uses `search_by_phone`. This function is perfect for testing user input before it hits an API call. It must accept a phone number starting with '+' and the country code, making your component robust. Similarly, you can check service availability using `get_service_offerings`. Your code calls this tool to see which services are active or eligible for a specific business, allowing you to conditionally render UI elements.

Setup guide

Set up Yelp Fusion MCP in Cline

Prerequisites

  • VS Code with Cline extension installed
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Open Cline MCP settings

    Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.

  2. 2

    Add a remote server

    Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type yelp-fusion-mcp. In the URL field, paste your Vinkius endpoint: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com.

  3. 3

    Enable the server

    After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.

  4. 4

    Start using tools

    Return to the Cline chat and ask: "Check my latest Yelp Fusion refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings
{
  "mcpServers": {
    "yelp-fusion-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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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Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

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Common questions about Yelp Fusion MCP in Cline

In your component's logic, call `search_businesses` with the required parameters. The resulting JSON is then available in your code scope. You can map this data directly to populate a list or a table view.
Yes, you write a function that calls `get_business_insights`. The returned monthly metrics are then available for processing in your code. You can use this data to calculate year-over-year growth or identify key performance indicators.
This server accesses public business information, review excerpts, and general service listings. The specific data type touched is non-private, consumer-facing operational data related to businesses and events.
Write a script that calls `search_events` and passes the results through to `get_event_details`. Your code can iterate over these results, pulling out specific pieces of data like start time or category for display.
Yes. You write a function that calls `get_jobs`, passing the required natural language query (like 'electrician'). The tool returns structured data about service categories, which your code can then filter or display.

Start using the Yelp Fusion MCP today

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