Frequently Asked Questions about MCP Firecrawl Server

Q: What is the MCP Firecrawl Server? A: The MCP Firecrawl Server is a tool available on the UBOS Asset Marketplace that allows you to scrape websites and extract structured data using Firecrawl’s APIs. It enables AI agents to access and utilize web-based information efficiently.

Q: What is MCP (Model Context Protocol)? A: MCP is an open protocol that standardizes how applications provide context to Large Language Models (LLMs), facilitating their interaction with external data sources and tools.

Q: What are the key features of the MCP Firecrawl Server? A: Key features include website scraping, structured data extraction with customizable schemas, flexible output formats (markdown, HTML, text), error tracking through Sentry integration, and seamless integration with the Model Context Protocol (MCP).

Q: What are some common use cases for the MCP Firecrawl Server? A: Common use cases include market research, competitive analysis, lead generation, content aggregation, sentiment analysis, financial analysis, e-commerce automation, and real estate analysis.

Q: How do I set up the MCP Firecrawl Server? A: Setup involves installing dependencies (npm install), configuring the .env file with your Firecrawl API token and optional Sentry DSN, and starting the server (npm start).

Q: What tools does the server expose? A: The server exposes two main tools: scrape-website (for basic website scraping) and extract-data (for structured data extraction based on prompts and schemas).

Q: What parameters does the scrape-website tool accept? A: The scrape-website tool requires a url parameter (string, required) and an optional formats parameter (array of strings, optional) to specify the desired output formats (e.g., markdown, html, text).

Q: What parameters does the extract-data tool accept? A: The extract-data tool requires urls (array of strings, required), prompt (string, required), and schema (object, required) parameters. The schema defines the structure of the data to be extracted.

Q: What data types are supported in the schema for the extract-data tool? A: Supported data types include string, boolean, number, arrays (e.g., ['string']), and nested objects.

Q: How can I troubleshoot issues with the MCP Firecrawl Server? A: Troubleshooting steps include verifying your Firecrawl API token, checking URL accessibility, validating schemas, and reviewing Sentry logs (if configured).

Q: Does the MCP Firecrawl Server integrate with Sentry? A: Yes, the server integrates with Sentry for error tracking and performance monitoring. You can configure this by setting the SENTRY_DSN environment variable.

Q: How does the MCP Firecrawl Server work with UBOS? A: The MCP Firecrawl Server provides real-time web data to AI Agents within the UBOS platform, enabling them to perform data analysis, automate processes, and deliver personalized experiences.

Q: Can I use the MCP Firecrawl Server to build custom AI Agents? A: Yes, using the UBOS platform with MCP Server, you can build custom AI Agents tailored to specific business needs, such as real-time data analysis, process automation, and personalized customer experiences.