AgentIndex icon
AgentIndex
apify-mcp-server logo
apify-mcp-server
★ 12.6k
vs
firecrawl-mcp-server logo
firecrawl-mcp-server
★ 7.7k

apify-mcp-server vs firecrawl-mcp-server

apify-mcp-server: The Apify Model Context Protocol (MCP) server enables AI agents to extract data from various websites using thousands of ready-made scrapers and automation tools from the Apify Store. It also supports OAuth for easy connection from clients like Claude.ai or Visual Studio Code using just a URL.; firecrawl-mcp-server: Firecrawl MCP Server is an implementation of the Model Context Protocol that integrates with Firecrawl, offering robust web scraping, crawling, and content extraction capabilities. It enables AI agents to interact with web content through a standardized protocol, supporting various platforms.

01

TL;DR

apify-mcp-server logo
apify-mcp-serverBrowser Automation · ★ 12.6k
When to choose:
  • You want AI agents to invoke thousands of battle-tested cloud scrapers from the Apify Store (social media, Google Maps, Amazon, real estate).
  • You want serverless data extraction with managed proxy pools and anti-bot bypass without maintaining local browser clusters.
When to skip:
  • You are scraping simple static sites without anti-bot blocks where free local libraries (Scrapling, Crawl4AI) are more cost-effective.
  • Strict data compliance prevents sending scraping target URLs and credentials through external third-party cloud infrastructure.
Read apify-mcp-server full review →
firecrawl-mcp-server logo
firecrawl-mcp-serverBrowser Automation · ★ 7.7k

Scraping single or multiple known web pages for content.

Read firecrawl-mcp-server full review →
02

Side-by-Side Comparison

Field
apify-mcp-server logoapify-mcp-server
firecrawl-mcp-server logofirecrawl-mcp-server
Category
Browser Automation
Browser Automation
Stars
★ 12.6k
★ 7.7k
License
MIT
MIT
Install Command
npx @apify/actors-mcp-server
npm install -g firecrawl-mcp
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Data Extraction, Web Scraping
MCP, Web Scraping, Firecrawl
03

Features

apify-mcp-server logoapify-mcp-server
01Integrate any Apify Actor as an AI agent tool.
02Support for OAuth and API token authentication.
03Enable agentic payments via Skyfire integration.
04Dynamic discovery of Apify Actors and helper tools.
05Offers both a hosted HTTPS endpoint and local standard I/O server options.
firecrawl-mcp-server logofirecrawl-mcp-server
01Web scraping, crawling, and discovery
02Search and content extraction
03Deep research and batch scraping
04Automatic retries and rate limiting
05Cloud and self-hosted support
04

Use Cases

apify-mcp-server logoapify-mcp-server
↳Extracting data from social media platforms like Facebook and Instagram.
↳Scraping contact details from Google Maps listings.
↳Collecting results from Google Search Engine Results Pages (SERPs).
↳Performing web searches and extracting content from top URLs for RAG (Retrieval-Augmented Generation).
↳Automating data collection from e-commerce sites and other websites.
firecrawl-mcp-server logofirecrawl-mcp-server
↳Scraping single or multiple known web pages for content.
↳Discovering URLs on a website or performing web searches.
↳Extracting structured data or performing comprehensive website crawls.
05

Best For

apify-mcp-server logoapify-mcp-server
Most Popular
firecrawl-mcp-server logofirecrawl-mcp-server
EssentialTrending
FAQ

FAQ

What is the difference between apify-mcp-server and firecrawl-mcp-server?
Both apify-mcp-server and firecrawl-mcp-server are in the Browser Automation category. apify-mcp-server has 12.6k stars, while firecrawl-mcp-server has 7.7k stars.
Which is better, apify-mcp-server or firecrawl-mcp-server?
The best choice depends on your use case. Choose apify-mcp-server if Extracting data from social media platforms like Facebook and Instagram., and firecrawl-mcp-server if Scraping single or multiple known web pages for content..
Is apify-mcp-server free or open source?
Yes, apify-mcp-server is open source on GitHub (MIT).
Is firecrawl-mcp-server free or open source?
Yes, firecrawl-mcp-server is open source on GitHub (MIT).
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Related

Alternatives to apify-mcp-server →Alternatives to firecrawl-mcp-server →apify-mcp-server details →firecrawl-mcp-server details →apify-mcp-server vs Scrapling →