# How to integrate Yelp MCP with OpenClaw ```json { "title": "How to integrate Yelp MCP with OpenClaw", "toolkit": "Yelp", "toolkit_slug": "yelp", "framework": "OpenClaw", "framework_slug": "openclaw", "url": "https://composio.dev/toolkits/yelp/framework/openclaw", "markdown_url": "https://composio.dev/toolkits/yelp/framework/openclaw.md", "updated_at": "2026-05-12T10:30:54.821Z" } ``` ## Introduction OpenClaw is the fastest growing agent harness out there, which can work 24/7 to automate almost any kind of tasks. However, its capabilities are limited to the tools it has access to. Composio allows your OpenClaw to access Yelp with authentication management handled for you. You can execute actions on Yelp via your favorite OpenClaw interface (Telegram, WhatsApp, TUI, etc), whichever you prefer. ## Also integrate Yelp with - [OpenAI Agents SDK](https://composio.dev/toolkits/yelp/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/yelp/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/yelp/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/yelp/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/yelp/framework/codex) - [Hermes](https://composio.dev/toolkits/yelp/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/yelp/framework/cli) - [Google ADK](https://composio.dev/toolkits/yelp/framework/google-adk) - [LangChain](https://composio.dev/toolkits/yelp/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/yelp/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/yelp/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/yelp/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/yelp/framework/crew-ai) ## TL;DR ### Why use Composio? Apart from a managed and hosted MCP server, you will get: - Programmatic tool calling allows LLMs to write its code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling. - Handling Large tool responses out of LLM context to minimize context rot. - Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so LLMs aren't overwhelmed by tools you don't need. ## Connect Yelp to OpenClaw ### How to install Yelp with OpenClaw ### Using Composio API Key and Setup Prompt - Go to [dashboard.composio.dev](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=setup_prompt) - Copy the setup prompt - Run it in your OpenClaw chat interface. - Authenticate Yelp from the [dashboard](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=authenticate) - Go back to your OpenClaw interface and start asking questions. ### Using OpenClaw/Composio Plugin 1. Install OpenClaw Composio plugin ```bash openclaw plugins install @composio/openclaw-plugin ``` ## What is the Yelp MCP server, and what's possible with it? The Yelp MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, and more directly to Yelp's extensive business data. It provides structured and secure access to business search, reviews, ratings, and local business details, so your agent can help you find businesses, compare ratings, read reviews, and discover local favorites on your behalf. - Business discovery and search: Ask your agent to find restaurants, shops, or services by location, category, or specific business name with up-to-date Yelp data. - Detailed review retrieval: Have your agent fetch and summarize customer reviews for any business, making it easier to choose where to go. - Ratings and reputation checks: Let your agent provide business ratings, number of reviews, and popularity insights before you make a decision. - Local business information access: Get detailed information like address, hours, contact info, and amenities for businesses near you or in any city. - Personalized recommendations: Enable your agent to suggest top-rated options based on your preferences, trending spots, or special occasions. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `YELP_GET_BUSINESS_DETAILS` | Get Business Details | Get detailed information about a specific business on Yelp using its business ID or alias. Returns comprehensive business information including hours (in the business's local timezone), photos, reviews, and location details. The returned `url` field is the Yelp listing page, not the business's own website. Response fields such as `phone` and `website` may be null; handle missing values explicitly. Avoid many parallel calls — HTTP 429 throttling applies; limit concurrency to ~5 parallel requests with exponential backoff. | | `YELP_GET_BUSINESS_REVIEWS` | Get Business Reviews | Get reviews for a specific business on Yelp using its business ID or alias. Returns up to 3 review excerpts for the business. | | `YELP_GET_REVIEW_HIGHLIGHTS` | Get Review Highlights | Get review highlights for a specific business on Yelp using its business ID or alias. Returns summarized key points and themes from customer reviews. IMPORTANT: This endpoint requires Yelp Places API Premium Plan access. Without Premium Plan, requests will return a 403 NOT_AUTHORIZED error. For basic review access, consider using the Get Business Reviews action instead, which is available on Enhanced and Premium plans. Note: Get Business Reviews returns at most 3 recent reviews per call, while this action synthesizes themes across the full review history. | | `YELP_SEARCH_AND_CHAT` | Search and Chat | Chat with Yelp's AI assistant to search for businesses, get recommendations, and ask questions. This action provides a conversational interface to Yelp's AI that can: - Search for businesses by type, location, and criteria (e.g., "best Italian restaurants near Times Square") - Answer questions about specific businesses (e.g., "what are the hours for The Purple Pig?") - Provide recommendations based on user preferences - Maintain conversation context when chat_id is provided for follow-up questions The response includes the AI's natural language answer along with detailed business data including ratings, reviews, locations, photos, and attributes for any mentioned businesses. | | `YELP_SEARCH_BUSINESSES` | Search Businesses | Search for businesses on Yelp by location, term, categories, and other filters. Returns at most 50 results per call; use offset to paginate. Overly restrictive filter combinations (categories, price, radius) can yield zero results — loosen iteratively. Results may include businesses from adjacent areas; post-process on location.city or distance for strict boundaries. The returned url field is the Yelp listing page, not the business's own website. Rapid parallel calls can trigger HTTP 429 — apply exponential backoff. | | `YELP_SEARCH_BY_PHONE` | Search Business by Phone | Search for a business by phone number on Yelp. Returns business data including business_id, required by YELP_GET_BUSINESS_DETAILS, YELP_GET_BUSINESS_REVIEWS, and YELP_GET_REVIEW_HIGHLIGHTS. Empty results are inconclusive due to incomplete Yelp coverage. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Yelp MCP server provides comprehensive access to Yelp operations through Composio. Once connected, you can perform all major Yelp actions directly from OpenClaw using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Yelp with OpenClaw using Composio plugin. Now interact with Yelp directly from your terminal, Web UI, or any messenger app using natural language commands. Key benefits of this setup: - Seamless integration across TUI, Web UIs, and Messenger apps like Telegram, WhatsApp, Slack, etc. - Natural language commands for Yelp operations - Managed authentication through Composio - Access to 20,000+ tools across 1000+ apps for cross-app workflows - Programmatic tool calling for complex tool chaining Next steps: - Try asking OpenClaw to perform various Yelp operations - Explore cross-app workflows by connecting more toolkits like Calendar, Slack, Notion, etc. - Build complex automation scripts that leverage OpenClaw's 24/7 running capabilities ## How to build Yelp MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/yelp/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/yelp/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/yelp/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/yelp/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/yelp/framework/codex) - [Hermes](https://composio.dev/toolkits/yelp/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/yelp/framework/cli) - [Google ADK](https://composio.dev/toolkits/yelp/framework/google-adk) - [LangChain](https://composio.dev/toolkits/yelp/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/yelp/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/yelp/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/yelp/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/yelp/framework/crew-ai) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. 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It helps streamline how you gather, organize, and analyze responses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Yelp MCP? With a standalone Yelp MCP server, the agents and LLMs can only access a fixed set of Yelp tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Yelp and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with OpenClaw? Yes, you can. OpenClaw 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 Yelp tools. ### Can I manage the permissions and scopes for Yelp while using Tool Router? Yes, absolutely. You can configure which Yelp 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 Yelp data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)