firecrawl-mcp-server: Official Firecrawl MCP server, the context API for AI agents

by firecrawl · MCP Server · ★ 7.8k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 78/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

batch-processingclaudecontent-extractiondata-collectionfirecrawlfirecrawl-aigemini-cli-extensionjavascript-renderingllm-toolsmcp

Quick Facts

Stars7,771
Forks928
LanguageJavaScript
CategoryMCP Server
LicenseMIT
Quality Score78/100
Open Issues189
Last Updated2026-11-07
Created2024-12-06
Platformsbrowser, claude-code, cli, gemini, mcp, node
Est. Tokens~20k

About firecrawl-mcp-server

Firecrawl MCP Server A Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities. Big thanks to @vrknetha, @knacklabs for the initial implementation! Features Web scraping, crawling, and discovery Search and content extraction Deep research and batch scraping Cloud browser sessions with agent-browser automation Automatic retries and rate...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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