Bright Data Web vs Firecrawl MCP: Tools & Setup Compared

Bright Data Web vs Firecrawl: verdict

Give AI assistants live web search, page extraction, and optional browser automation through Bright Data. Tool groups also provide structured datasets, package information, and AI brand-visibility queries.

Firecrawl MCP connects AI agents to web search, scraping, crawling, and live browser interaction. It offers hosted access or a local server for collecting structured web context and running research tasks.

Bright Data Web MCP and Firecrawl MCP Server have no exact tool-name overlap in their recorded lists. Firecrawl MCP Server lists 27 names absent from Bright Data Web MCP, including firecrawl_agent, firecrawl_agent_status, firecrawl_check_crawl_status. Moving from Bright Data Web MCP to Firecrawl MCP Server would also mean rechecking workflows using discover, extract, scrape_as_html, which appear only in Bright Data Web MCP's list. Bright Data Web MCP and Firecrawl MCP Server both list node / stdio / MIT. Firecrawl MCP Server's repository has 4,949 more stars than Bright Data Web MCP (7,629 versus 2,680). Last pushes: Bright Data Web MCP 2026-10-18; Firecrawl MCP Server 2026-10-17.

Bright Data Web MCP and Firecrawl MCP Server overlap on tags web-scraping, web-search. Bright Data Web MCP-only tags: browser-automation, package-metadata. Firecrawl MCP Server-only tags: content-extraction, firecrawl, web-monitoring.

Bright Data Web vs Firecrawl: features compared

Attribute	Bright Data Web MCP	Firecrawl MCP Server
Repo stars	2680	7629
Last push	Oct 18, 2026	Oct 17, 2026
Tools	30	27

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Bright Data Web vs Firecrawl: shared and unique tools

Shared Names

None

Only Bright Data Web

discover
extract
scrape_as_html
scrape_as_markdown
scrape_batch
scraping_browser_click_ref
scraping_browser_screenshot
scraping_browser_snapshot
search_engine
search_engine_batch

Show 20 more unique tools

web_data_amazon_product
web_data_apple_app_store
web_data_booking_hotel_listings
web_data_chatgpt_ai_insights
web_data_crunchbase_company
web_data_github_repository_file
web_data_google_play_store
web_data_google_shopping
web_data_grok_ai_insights
web_data_linkedin_posts
web_data_npm_package
web_data_perplexity_ai_insights
web_data_pypi_package
web_data_reuter_news
web_data_tiktok_posts
web_data_walmart_product
web_data_yahoo_finance_business
web_data_youtube_videos
web_data_zillow_properties_listing
web_data_zoominfo_company_profile

Only Firecrawl

firecrawl_agent
firecrawl_agent_status
firecrawl_check_crawl_status
firecrawl_crawl
firecrawl_developer_search
firecrawl_extract
firecrawl_feedback
firecrawl_interact
firecrawl_interact_stop
firecrawl_map

Show 17 more unique tools

firecrawl_monitor_check
firecrawl_monitor_checks
firecrawl_monitor_create
firecrawl_monitor_delete
firecrawl_monitor_get
firecrawl_monitor_list
firecrawl_monitor_run
firecrawl_monitor_update
firecrawl_parse
firecrawl_research_inspect_paper
firecrawl_research_read_paper
firecrawl_research_related_papers
firecrawl_research_search_github
firecrawl_research_search_papers
firecrawl_scrape
firecrawl_search
firecrawl_search_feedback

Exact names, not equivalent behavior.

Bright Data Web vs Firecrawl: setup and configuration

Bright Data Web MCP references API_TOKEN; Firecrawl MCP Server references FIRECRAWL_API_KEY. Check the Bright Data Web MCP → Firecrawl MCP Server variable mapping rather than copying credential values between entries. Bright Data Web MCP and Firecrawl MCP Server examples both use stdio local processes.

Bright Data Web MCP

Bright Data Web MCP source configuration

{
  "mcpServers": {
    "brightdata-mcp": {
      "command": "npx",
      "args": [
        "@brightdata/mcp"
      ],
      "env": {
        "API_TOKEN": "<your Bright Data API token>"
      }
    }
  }
}

Firecrawl MCP Server

Firecrawl MCP Server source configuration

{
  "mcpServers": {
    "firecrawl-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "firecrawl-mcp"
      ],
      "env": {
        "FIRECRAWL_API_KEY": "<your Firecrawl API key>"
      }
    }
  }
}