Firecrawl MCP Server 00a
Firecrawl MCP Server is a model context protocol server integrating Firecrawl's web scraping capabilities, supporting web content crawling, searching, extraction, and batch processing, with functions such as automatic retry, rate limiting, and credit monitoring.
rating : 2 points
downloads : 6.6K
What is Firecrawl MCP Server?
Firecrawl MCP Server is an implementation of the Model Context Protocol (MCP) server that integrates Firecrawl's web scraping capabilities. It allows users to scrape web content, process URLs in batches, perform web searches, and extract structured information through simple API calls.How to use Firecrawl MCP Server?
You can install it via the command line or run it directly using npx. After configuring the API key, you can use various web scraping functions through JSON - formatted requests.Applicable scenarios
Suitable for scenarios that require web content scraping and analysis, such as market research, competitive analysis, content aggregation, and data mining. Particularly suitable for projects that need to process a large number of web pages or require JavaScript - rendered content.Main features
Web scraping
Supports scraping the content of a single web page, including JavaScript - rendered pages, and can extract content in Markdown format.
Batch processing
Efficiently batch - processes multiple URLs, with built - in rate limiting and parallel processing capabilities.
Web search
Performs web searches and extracts content from search results.
Intelligent extraction
Uses LLM capabilities to extract structured information from web pages.
Web crawling
Automatically discovers and crawls website links, supporting the setting of crawling depth and limits.
Advantages
Supports web scraping of JavaScript - rendered pages
Built - in automatic retry and exponential backoff mechanism
Provides detailed logs and credit usage monitoring
Supports both cloud and self - hosted deployment methods
Provides mobile/desktop view support
Limitations
Requires an API key (cloud version)
Complex web pages may require adjusting the waiting time
Large - scale scraping may require adjusting the rate limit
How to use
Installation
Install globally via npm or run directly using npx.
Configure API key
Set the Firecrawl API key environment variable.
Run the server
Start the MCP server.
Send a request
Interact with the server using JSON - formatted requests.
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 LLM to extract structured information from product pages
Frequently Asked Questions
How to obtain a Firecrawl API key?
Which content formats are supported?
How to handle scraping failures?
Can I self - host the Firecrawl service?
How to monitor credit usage?
Related resources
Firecrawl official website
Firecrawl project homepage
MCP protocol documentation
Official documentation of the Model Context Protocol
Installation guide video
Firecrawl MCP Server installation tutorial

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.6K
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.5K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.7K
4.3 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.2K
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.3K
4.5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.2K
4.8 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
14.8K
4.5 points