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firecrawl-mcp-server
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firecrawl-mcp-server

Active·★ 7.7k·MIT·Updated 2026-10-27
★ Essential★ Trending

Firecrawl MCP Server is the official MCP server for Firecrawl, bringing web search, scraping and page interaction to MCP-compatible AI agents as clean, agent-ready content. Instead of handing raw HTML to a model, it returns pages as Markdown or as JSON that matches a schema you supply.

It suits agents that need reliable web data: research assistants, coding agents looking up documentation or GitHub issues, and pipelines that monitor pages. The README explains when to use each tool: `firecrawl_scrape` for a known URL, `firecrawl_map` to discover a site's URLs, `firecrawl_crawl` for many pages with limits and path filters, `firecrawl_search` for ranked web results (optionally with content), `firecrawl_interact` to click or type before reading a page, monitor tools for scheduled change detection, and a deep-research agent. A search index built for coding agents covers GitHub issues, merged pull requests, READMEs and docs. It supports Firecrawl Cloud and self-hosted Firecrawl, with automatic retries and rate limiting.

Getting started: get a Firecrawl API key (or point it at a self-hosted instance), then install with `npm install -g firecrawl-mcp` or run it with npx from your MCP client configuration. With default settings it registers 27 tools; environment variables can trim the list.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool. Data as of 2026-10-24.

License
MIT
Latest release
v3.2.1 · 2025-09-26
Last commit
2026-10-24
Contributors
38
Forks
918
Open issues and PRs
190
First published
2024-12-06
npm package
firecrawl-mcp 3.34.1 · 128,628 downloads last week

Source: GitHub, npm and PyPI public APIs.

#MCP#Web Scraping#Firecrawl#Node.js#Content Extraction#Web Browsing#Coding
$ Install
$ npm install -g firecrawl-mcp
↗ Visit site★ GitHub
01

Features

01Web scraping, crawling, and discovery
02Search and content extraction
03Deep research and batch scraping
04Automatic retries and rate limiting
05Cloud and self-hosted support
02

Why choose it

+Official server with clear guidance on which tool to use when.
+Clean Markdown or schema-based JSON output that saves context.
+Covers search, scraping, crawling, interaction, monitoring and deep research.
+Works with the cloud service or self-hosted Firecrawl; MIT licensed.
03

Trade-offs

!The cloud service is credit-based, so heavy crawling has a direct cost.
!With 27 tools registered by default it adds a lot to the model's context; trim tools you do not need.
!Scraping is subject to each site's terms and robots policies.
04

Maintenance check

ActiveChecked: 2026-10-25
Last commit
2026-10-23
Commits, last 90 days
100+
Releases, last 90 days
0
Latest release
v3.2.1 (2025-09-26)
Open issues
191
Recent issues with at least one comment
0/6
Commits per week, last 12 weeks
Commits per week, last 12 weeks: 5, 7, 20, 7, 5, 17, 45, 39, 81, 11, 34, 0

Oldest week on the left; the latest four weeks are orange. Source: GitHub commit activity.

Status rule: archived on GitHub = Archived; last commit within 90 days = Active; 91 to 365 days = Slowing; older = Stale. All figures come from the GitHub API on the date shown.

Most discussed open issues

  • #18 Running cursor on windows but working with wsl19 comments · 2025-02-28
  • #133 Server crashes with "Server does not support completions" error on startup13 comments · 2025-11-14
  • #36 Client Closed or Failed to create on Windows 116 comments · 2025-04-05
  • #20 MCP Integration Issue: "Cannot read properties of undefined (reading 'status')" Error When Calling firecrawl-mcp Tool from Cursor6 comments · 2025-03-15
  • #112 Incompatible JSON Schema ($dynamicRef) in Firecrawl MCP server tools5 comments · 2025-09-22

Issue titles are quoted from GitHub. Open the link to check whether a problem still applies to the version you use.

05

Compatibility

Cursor
Supported
Verified via docs
Windsurf
Supported
Verified via docs
Claude Desktop
Supported
Verified via docs
VS Code
Supported
Verified via docs
MCP.so Playground
Supported
Verified via docs
Klavis AI
Supported
Verified via docs
06

Quick start

1
$ npm install -g firecrawl-mcp
07

Use cases

↳Scraping single or multiple known web pages for content.
↳Discovering URLs on a website or performing web searches.
↳Extracting structured data or performing comprehensive website crawls.
08

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On this page
01Features02Why choose it03Trade-offs04Maintenance check05Compatibility06Quick start07Use cases08Alternatives
firecrawl /
firecrawl-mcp-server
↗

Official Firecrawl MCP server for search, scrape and crawl

7.7k918MIT
Last commit1d ago
StatusActive
CategoryBrowser Automation
Contributors38
Latest releasev3.2.1
Links
Documentation↗Discussion↗Issues↗Releases↗
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