Mcma123 Firecrawl MCP Server
Firecrawl MCP Server is a Model Context Protocol server integrating Firecrawl's web scraping functions, providing functions such as web scraping, crawling, searching, content extraction, and batch processing, and supporting cloud API and self-hosted instances.
rating : 2 points
downloads : 8.7K
What is Firecrawl MCP Server?
Firecrawl MCP Server is a Model Context Protocol server dedicated to web scraping and content extraction. It integrates the powerful functions of Firecrawl and can intelligently scrape, parse, and organize web content, suitable for various data collection and analysis scenarios.How to use Firecrawl MCP Server?
You can use it through a simple command-line tool or integrate it into development environments such as Cursor and Windsurf. Just configure the API key, and you can start using various web scraping functions.Applicable scenarios
Suitable for scenarios that require obtaining structured data from web pages, such as market research, competitive analysis, content aggregation, academic research, and SEO analysis.Main features
Web scraping
Supports scraping content from a single URL, can choose to extract only the main content, and supports Markdown format output.
Batch processing
Efficiently batch scrapes multiple web pages, with built-in rate limiting and parallel processing.
Web search
Performs web searches and extracts content from search results.
Web crawling
Automatically discovers and crawls website links, supporting setting the crawling depth.
Intelligent extraction
Uses AI to extract structured information from web pages, supporting custom patterns and prompts.
Advantages
Supports scraping web pages rendered by JavaScript.
Automatic retry and exponential backoff mechanism to improve success rate.
Built-in credit monitoring to prevent accidental overage.
Supports both cloud API and self-hosted usage modes.
Provides a comprehensive logging system and error handling.
Limitations
The cloud API version requires an API key.
Complex web pages may require adjusting scraping parameters.
Large-scale scraping may take a long time.
How to use
Installation
Install globally via npm or run directly using npx.
Configure API key
Set the API key in the environment variable or configuration file.
Run the server
Start the MCP server.
Integrate into the development environment
Configure development tools such as Cursor or Windsurf to use the MCP server.
Usage examples
Scrape news articles
Scrape the latest article content from news websites.
Batch scrape product pages
Batch scrape information from multiple product pages on e-commerce websites.
Extract product information
Use AI to extract structured information from product pages.
Frequently Asked Questions
How to obtain a Firecrawl API key?
What output formats are supported?
How to handle scraping failures?
Can I self-host the Firecrawl service?
Related resources
Firecrawl official website
Firecrawl project homepage and documentation
MCP protocol description
Official description of the Model Context Protocol
Installation video tutorial
Video tutorial on installing and using Firecrawl MCP Server

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