Firecrawl MCP

MCP Tools and AgentsFreemiumOpen Source

Adds web scraping, crawling, and structured extraction to LLM clients via the Firecrawl API.

🛡️ AgentReady threat assessment

MAESTRO 7-layer threat model + OWASP AIVSS risk score for Firecrawl MCP, derived from its capabilities.

AIVSS 8.0 · High

Overview

Firecrawl MCP wraps Firecrawl's crawl/scrape/extract endpoints so an agent can turn any URL or whole site into clean markdown or structured JSON, run deep research, and do batch scrapes with retries and rate limiting. Tools include scrape, crawl, map, search, and extract. Security surface: it holds a Firecrawl API key and can fetch arbitrary attacker-controlled pages whose content flows straight into the model (prompt-injection risk).

Key features

Single-page scrape and full-site crawl to markdown
LLM-powered structured extraction from pages
Batch scraping with rate-limit and retry handling

Use cases

Feed web content into RAG or research agents
Extract structured data from many pages at scale