BusinessMCP
Firecrawl logo

Firecrawl

Free forever

firecrawl · Dev Tools

65k installs

Connect in 1 click

Firecrawl MCP server brings production-grade web scraping to any AI agent without the usual headaches of headless browsers, rotating proxies, or brittle HTML parsing. It renders JavaScript-heavy pages, strips out navigation, ads, and other boilerplate, and returns clean, LLM-ready markdown or structured JSON — the format agents actually need to reason over content. Instead of writing custom scrapers for every site, teams can point Firecrawl at a URL or an entire domain and get back consistent, readable output that plugs directly into research pipelines, RAG systems, and content workflows.

Hosted through BusinessMCP, Firecrawl becomes one tool among many in a unified MCP server that your AI agents already trust. Connect it once through your dashboard and it's instantly reachable at your own /api/mcp endpoint using a Bearer mcph_* key — no separate scraping infrastructure to babysit, no per-agent integration work. Because BusinessMCP is model-agnostic, the same Firecrawl connection works whether your agent runs on Claude, GPT, Gemini, or an in-house model, and every scrape request flows through the same business-intelligence dashboard where you can see what's being crawled, how often, and by which workflow.

This MCP server for web scraping and crawling is a natural fit for competitive intelligence, market research, lead enrichment, and content aggregation. Marketing and growth teams use it to pull pricing pages, changelogs, or job listings from competitor sites and feed the cleaned markdown straight into an LLM for summarization. Developers use it to build documentation search, changelog monitors, or knowledge bases without maintaining their own crawler stack. Because Firecrawl handles dynamic, JavaScript-rendered pages out of the box, it succeeds on modern single-page apps and client-rendered sites where simpler HTTP-fetch tools fall short.­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­­

Pairing Firecrawl with other developer-tools MCP servers in your BusinessMCP workspace extends what a single agent can do end to end. Crawl a site with Firecrawl, then hand structured results to a code-execution or database tool for storage and analysis, or combine it with a browser-automation server for pages that require login flows or interactive steps before content is scrapeable. Because every connected server shares the same hosted endpoint and dashboard, you get a single audit trail across scraping, storage, and downstream agent actions — useful for GDPR-conscious teams that need visibility into what data is being pulled and where it flows next.

Whether you're building an AI research assistant, a competitive-monitoring agent, or a content pipeline that needs reliable markdown extraction from JavaScript-rendered pages, Firecrawl on BusinessMCP removes the operational overhead of running your own scraping service. You manage access, quotas, and monitoring centrally, while any agent in your stack gets consistent, boilerplate-free web content on demand through one hosted MCP connection.

$ npx mcphosting-cli add firecrawl-mcp-server-firecrawl

Just say it in a thread

No configs, no docs. Once connected, these are the kinds of messages your agents act on.

"Fetch a single url, render javascript if needed, and return cleaned markdown or json content — and give me the highlights."

"Recursively crawl a domain following internal links up to a specified depth and return structured page content for me, then post a summary in the thread."

"Pull specific fields such as prices, titles, or metadata from a page using a schema or selector-based extraction and flag anything that needs my approval."

What teams use it for

  • Scrape competitor pricing, feature, or changelog pages and convert them to clean markdown for LLM summarization
  • Build a documentation search or knowledge-base ingestion pipeline that pulls and cleans JS-rendered site content
  • Aggregate job listings, news articles, or product pages into structured data for market research agents
  • Feed real-time web content into a RAG system without maintaining a custom scraper or headless browser stack
  • Monitor competitor or partner websites for content changes and surface updates to downstream AI workflows

Agent-callable tools

scrape_url

Fetch a single URL, render JavaScript if needed, and return cleaned markdown or JSON content.

crawl_site

Recursively crawl a domain following internal links up to a specified depth and return structured page content.

extract_structured_data

Pull specific fields such as prices, titles, or metadata from a page using a schema or selector-based extraction.

search_and_scrape

Run a web search query and scrape clean content from the resulting top pages in one call.

map_site_links

Return a list of discoverable URLs on a domain without fully scraping each page, useful for planning targeted crawls.

get_crawl_status

Check the progress and completion status of an in-progress asynchronous crawl job.

Your data stays yours

Credentials live in your vault. We route requests — we never store, log, or train on your data.

Works with every AI

Connect once — portable across Claude, GPT, Gemini, and every local agent you run.

Frequently asked questions

Does Firecrawl handle JavaScript-heavy or single-page application sites?

Yes, Firecrawl renders JavaScript before extracting content, so it works on dynamic sites and SPAs where simple HTTP fetch tools typically fail.

What format does Firecrawl return scraped content in?

It returns clean, boilerplate-free markdown or structured JSON that's optimized for direct consumption by LLM agents and RAG pipelines.

How do I connect Firecrawl to my AI agents through BusinessMCP?

Add Firecrawl in your BusinessMCP dashboard and it becomes immediately callable by any connected agent via your own /api/mcp endpoint with a Bearer mcph_* key, alongside your other hosted tools.

Give your AI team the Firecrawl skill

Free forever plan, no credit card. Connected and working in under five minutes.

Connect Firecrawl free