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DimensionMCP JobsZero-config multi-platform job aggregation MCP serverFirecrawl MCP ServerFirecrawl's official MCP server for web search, scraping, and structured extraction for AI agents
FMRS26 / 100 · D75 / 100 · B
Reliability4 / 2013 / 20
Security and permissions3 / 2012 / 20
Maintenance7 / 2016 / 20
Documentation6 / 2017 / 20
Setup experience6 / 2017 / 20
Best for
  • Users who need quick access to job listings from major Chinese recruitment sites
  • Developers who want to integrate natural language job search into AI assistants
  • Those who prefer a zero-configuration, out-of-the-box setup
  • Scenarios needing clean, structured web context fed to an AI assistant
  • Users already on the Firecrawl platform who want to call its scraping capability directly via MCP
Not for
  • Scenarios requiring official API support or enterprise-grade reliability
  • Compliance-sensitive use that must strictly adhere to recruitment websites' terms of service (since it uses scraping)
  • Users who need global job coverage
  • Simple static-page scraping where you don't want to depend on a third-party API and incur call costs
  • Sites that explicitly disallow automated access (robots.txt)
Required permissions
  • No extra permissions required, but the service accesses the internet to scrape recruitment websites
  • Requires a Firecrawl API key to call; cost and quota are governed by the Firecrawl account
  • firecrawl_agent/firecrawl_interact perform automated browser interaction, which may trigger login or form-submission flows on the target site
Risks and side effects
  • Dependence on scraping may violate target websites' terms and risk blocking
  • Data timeliness and accuracy may be affected by anti-scraping measures
  • No official API, so functionality may break if website structures change
  • Bulk crawl/map tools can generate significant request volume against a target site — respect the site's rate limits and terms of service
  • firecrawl_agent's interactive action chain is longer — define task boundaries clearly before running it to avoid accidentally triggering actions on a sensitive site
Supported clientsClaude Desktop, Cursor, Windsurf, ClineClaude Desktop, VS Code, Cursor, Windsurf, Zed, Amp
Tools211