Scrape web pages, crawl entire sites, extract structured data, and search the web — AI-native web data extraction for RAG pipelines.
Use with AI AssistantsMCP
Connect Claude, Cursor, or any MCP-compatible client — then call tools directly
① Add This MCP Server
Paste into your AI client config — then all its tools are available instantly.
{
"mcpServers": {
"firecrawl": {
"url": "https://mcp.aerostack.dev/s/aerostack/mcp-firecrawl",
"headers": {
"Authorization": "Bearer YOUR_AEROSTACK_TOKEN"
}
}
}
}Replace YOUR_AEROSTACK_TOKEN with your API token from the dashboard.
② Call a Tool
Ask your AI assistant to call a specific tool, or send raw JSON-RPC:
Natural Language Prompt
“Use the _ping tool to verify firecrawl api connectivity and credits balance. used internally by aerostack to validate credentials”
Using a Workspace?
Add this MCP to your Workspace — your team shares one token, secrets are stored securely, and every AI agent in the workspace can call it without per-user setup.
Scrape web pages, crawl entire sites, extract structured data, and search the web — AI-native web data extraction for RAG pipelines.
Give your AI agents the ability to read any web page. Scrape JavaScript-rendered pages to clean markdown, crawl entire sites with depth control, extract structured data with natural language prompts, discover all URLs on a domain, and search the web with scraped results — perfect for RAG, research, and data pipelines.
Live endpoint: https://mcp.aerostack.dev/s/aerostack/mcp-firecrawl
| Tool | Description |
|---|---|
_ping | Verify Firecrawl API connectivity |
scrape | Scrape a page to markdown/HTML with JS rendering support |
crawl | Start an async crawl of an entire site (returns job ID) |
crawl_status | Check crawl progress and retrieve results |
map | Discover all URLs on a website without scraping |
extract | Extract structured data using prompts or JSON schema |
search | Search the web and return scraped content from results |
| Variable | Required | Description | How to Get |
|---|---|---|---|
FIRECRAWL_API_KEY | Yes | Firecrawl API Key | firecrawl.dev → Sign up → Dashboard → API Keys → Copy key |
Free tier: 500 credits/month. Each scrape = 1 credit, crawl = 1 credit per page. See firecrawl.dev/pricing for details.
FIRECRAWL_API_KEY under Project → Secrets"Scrape the Hacker News front page and summarize the top stories"
"Crawl docs.example.com up to depth 3 and include only /api/* paths"
"Extract all product names and prices from this product listing page"
"Map all URLs on stripe.com/docs"
"Search the web for 'best practices for RAG pipelines 2026' and summarize"
curl -X POST https://mcp.aerostack.dev/s/aerostack/mcp-firecrawl \
-H 'Content-Type: application/json' \
-H 'X-Mcp-Secret-FIRECRAWL-API-KEY: fc-xxxxxxxxxxxx' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"scrape","arguments":{"url":"https://example.com"}}}'
crawl then poll with crawl_statusMIT
Live Endpoint
https://mcp.aerostack.dev/s/aerostack/mcp-firecrawl
Sub-50ms globally · Zero cold start
@aerostack
Pre-built functions for the most common MCP tool patterns. Clone, extend, and deploy.
by @aerostack
Search, index, and manage documents in your Elasticsearch cluster — AI-native full-text search and analytics.
by @aerostack
Manage Google Ads campaigns, ad groups, keywords, and budgets — automate your PPC advertising with AI.
by @aerostack
Read, write, and format Google Sheets data — use your spreadsheets as a live AI-accessible data source.
by @aerostack
Manage CMS collections, publish content, and control site deployments in Webflow — AI-powered web publishing.
by @aerostack
Create, read, edit, and format Google Docs — paragraph styling, tables, images, comments, and real-time collaboration via Google Docs API.
by @aerostack
Create and manage Google Meet spaces, schedule meetings via Google Calendar, list participants, access recordings and transcripts.
The Firecrawl MCP gives Claude 6 tools covering status. Claude can read, create, update, and manage Firecrawl data directly from a conversation.
Claude can read status from your Firecrawl account through the MCP. All 6 tools respect your Firecrawl account permissions — Claude only accesses data you're authorized to see.
Yes. The Firecrawl MCP uses the open Model Context Protocol standard, so it works in Claude, Cursor, Windsurf, and any other MCP-compatible AI tool. All 6 Firecrawl tools are available everywhere you connect it — install once on Aerostack.
Yes. Aerostack hosts the Firecrawl MCP with encrypted credential storage and per-account authentication. Your Firecrawl credentials are never shared with Claude's conversation — they're used server-side only.