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firecrawl-mcp-server MCP Server

firecrawl/firecrawl-mcp-server

Score: 72.3 ↑ 3.9% Rank #3629 Browser Automation
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🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

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Overview

firecrawl/firecrawl-mcp-server is a JavaScript MCP server licensed under MIT. 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. Topics: batch-processing, claude, content-extraction, data-collection, firecrawl, firecrawl-ai, llm-tools, mcp-server, model-context-protocol, search-api, web-crawler, web-scraping, javascript-rendering, mcp.

Ranked #3629 out of 24846 indexed tools.

Has 7,591 GitHub stars.

Has 33 contributors.

Ecosystem

JavaScript MIT
batch-processingclaudecontent-extractiondata-collectionfirecrawlfirecrawl-aillm-toolsmcp-servermodel-context-protocolsearch-apiweb-crawlerweb-scrapingjavascript-renderingmcp

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 7,591

7,591 stars → well-known project

Freshness 25% 15d ago

Last commit 15d ago → recently updated

Issue Health 25% 16%

31/195 issues closed → many open issues

Contributors 10% 33

33 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 905
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 164 open vs 31 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for firecrawl/firecrawl-mcp-server
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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

From the README

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# Firecrawl MCP Server

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

> Big thanks to [@vrknetha](https://github.com/vrknetha), [@knacklabs](https://www.knacklabs.ai) 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

> Play around with [our MCP Server on MCP.so's playground](https://mcp.so/playground?server=firecrawl-mcp-server) or on [Klavis AI](https://www.k
Read full README on GitHub →

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