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Firecrawl MCP Server

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Official Firecrawl MCP for scraping, extraction, and deep research workflows. 95K+ GitHub stars (main repo), 1.23M combined weekly downloads, backed by $14.5M Series A. ScrapeOps 10/10.

Score 72declining
Firecrawl MCP Server in action

Where it wins

Official provider support

Strong extraction and scraping shape

Best fit when research means real web pages, not just search snippets

Where to be skeptical

Not the system of record itself

Needs a downstream workspace if you want operating memory

AGPL-3.0 license may complicate enterprise adoption

Editorial verdict

#1 in product-business-development by volume and evidence. 5,809 stars, 50.6K npm/wk (highest in category), 83% benchmark accuracy (AIMultiple), F1 0.638 (SearchMCP). Morph confirms 89% recall, 95.3% success rate. Four independent sources confirm extraction superiority.

Videos

Reviews, tutorials, and comparisons from the community.

Turn Any Website Into LLM Ready Data INSTANTLY

Nate Herk | AI Automation·2026-02-11

Firecrawl MCP = Effortless Web Scraping

AI LABS·2025-03-13

Scrape ANY Website With AI For FREE with Firecrawl! Best AI Web Scraper (Opensource)

WorldofAI·2025-11-20

Related

Public evidence

strong2026-02
v2.8.0: parallel agent execution, Spark model family, Browser Sandbox

Parallel agent execution for thousands of simultaneous queries. Spark-1-pro for complex multi-domain research, spark-1-mini 60% cheaper. Browser Sandbox with Playwright for interactive automation. 3+ major features in Feb alone.

Official changelog, verifiable featuresFirecrawl (official, verifiable)
strong2026-01
Three independent Crawl4AI vs Firecrawl comparisons validate positioning

Three independent sources reaching the same conclusion: Firecrawl wins on ease of use, enterprise compliance, combined search+scrape. Crawl4AI wins on license, cost, control. Strong signal validating both tools' positioning.

Three independent review sitesCapsolver, Bright Data, Apify (all independent)

Raw GitHub source

GitHub README peek

Constrained peek so you can sanity-check the source material without leaving the site.

<div align="center"> <a name="readme-top"></a> <img src="https://raw.githubusercontent.com/firecrawl/firecrawl-mcp-server/main/img/fire.png" height="140" > </div>

Firecrawl MCP Server

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Big thanks to @vrknetha, @knacklabs for the initial implementation!

Features

  • Search the web and get full page content
  • Search an index built for coding agents: GitHub issues, merged pull requests, READMEs, and docs
  • Scrape any URL into clean, structured data
  • Interact with pages — click, navigate, and operate
  • Deep research with autonomous agent
  • Check current and historical Firecrawl credit usage
  • Automatic retries and rate limiting
  • Cloud and self-hosted support
  • SSE support

When to Use This Server

  • Use firecrawl_scrape when you have a known URL and want its content as markdown or as JSON matching a schema you supply.
  • Use firecrawl_map when you need to discover URLs on a site without fetching their content.
  • Use firecrawl_crawl when you need content from many pages under a site; set limit, includePaths/excludePaths, or maxDiscoveryDepth to bound it.
  • Use firecrawl_search when you're starting from a query rather than a URL and want ranked web results; add scrapeOptions if you also want page content fetched in the same call (the search-only endpoint never fetches content).
  • Use firecrawl_interact when a page needs a click, type, or navigate action before you can read it — pass a url for a fresh page or a scrapeId to continue on one you already scraped.
  • Use the firecrawl_monitor_* tools when the same page needs to be checked on a recurring schedule with diffs and change alerts, rather than fetched once.
  • Use firecrawl_credit_usage to check credits left or monthly consumption, optionally broken down by API key.
  • Consider something else when you need to hold a browser session open across many of your own steps with your own retry and termination logic: each firecrawl_interact call runs one prompt or code turn to completion and returns control — the session can persist across calls via scrapeId and ends with firecrawl_interact_stop, but you cannot drive it interactively step-by-step from the client side within a single call.

This server lists 27 tools when the full profile registers with default settings (feedback tools included, not running in local-keyless mode). Setting FIRECRAWL_NO_SEARCH_FEEDBACK=1 and/or FIRECRAWL_NO_ENDPOINT_FEEDBACK=1 removes the corresponding feedback tools and reduces this count, as does local keyless startup. For clients with a tool-slot limit: the hosted keyless endpoint (https://mcp.firecrawl.dev/v2/mcp, no API key) exposes only 3 — firecrawl_scrape, firecrawl_search, firecrawl_parse — and the dedicated search-only endpoint (https://mcp.firecrawl.dev/v2/mcp-search) exposes a fixed set of 9 tools (search, developer, government, and research search, plus Alexandria catalogue lookup and execution).

Installation

Hosted MCP (keyless free tier)

Connect to the remote hosted server with no setup:

https://mcp.firecrawl.dev/v2/mcp

On the keyless free tier, scrape, search, and parse work without an API key (rate-limited). Other tools such as crawl, map, and agent still need a key.

Prefer OAuth or an API key whenever the human can sign up. It unlocks the full tool set and higher limits.

For an interactive account connection, configure your MCP client to use this server URL. This is an MCP endpoint, not a browser page; use the client's account-connection flow and do not add a second Firecrawl server entry when reconnecting:

https://mcp.firecrawl.dev/v2/mcp-oauth

For an API-key connection (for example, an unattended integration), keep the server URL as:

https://mcp.firecrawl.dev/v2/mcp

Then configure the client's secure header or secret setting with:

Authorization: Bearer <FIRECRAWL_API_KEY>

Never put an API key in the server URL. Never put an API key in an agent chat. Configure it directly in the client or secret manager. See the hosted MCP setup guide and the agent onboarding guide for client-specific instructions.

Search-only endpoint

A fixed-scope search surface is also hosted at:

https://mcp.firecrawl.dev/v2/mcp-search

It exposes a fixed set of nine tools: firecrawl_search, firecrawl_developer_search, firecrawl_gov_search, the four firecrawl_research_* tools, and the two Alexandria tools firecrawl_find_tools and firecrawl_scrape. Its firecrawl_search fetches no page content.

Running with npx
env FIRECRAWL_API_KEY=fc-YOUR_API_KEY npx -y firecrawl-mcp
Manual Installation
npm install -g firecrawl-mcp
Running on Cursor

Configuring Cursor 🖥️ Note: Requires Cursor version 0.45.6+ For the most up-to-date configuration instructions, please refer to the official Cursor documentation on configuring MCP servers: Cursor MCP Server Configuration Guide

To configure Firecrawl MCP in Cursor v0.48.6

  1. Open Cursor Settings
  2. Go to Features > MCP Servers
  3. Click "+ Add new global MCP server"
  4. Enter the following code:
    {
      "mcpServers": {
        "firecrawl-mcp": {
          "command": "npx",
          "args": ["-y", "firecrawl-mcp"],
          "env": {
            "FIRECRAWL_API_KEY": "YOUR-API-KEY"
          }
        }
      }
    }
    

To configure Firecrawl MCP in Cursor v0.45.6

  1. Open Cursor Settings
  2. Go to Features > MCP Servers
  3. Click "+ Add New MCP Server"
  4. Enter the following:
    • Name: "firecrawl-mcp" (or your preferred name)
    • Type: "command"
    • Command: env FIRECRAWL_API_KEY=your-api-key npx -y firecrawl-mcp

If you are using Windows and are running into issues, try cmd /c "set FIRECRAWL_API_KEY=your-api-key && npx -y firecrawl-mcp"

Replace your-api-key with your Firecrawl API key. If you don't have one yet, you can create an account and get it from https://www.firecrawl.dev/app/api-keys

After adding, refresh the MCP server list to see the new tools. The Composer Agent will automatically use Firecrawl MCP when appropriate, but you can explicitly request it by describing your web scraping needs. Access the Composer via Command+L (Mac), select "Agent" next to the submit button, and enter your query.

Running on Windsurf
View on GitHub →