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DimensionCLIO LmodEnvironment Module Management MCP Server for LLMsFirecrawl MCP ServerFirecrawl's official MCP server for web search, scraping, and structured extraction for AI agents
FMRS55 / 100 · C75 / 100 · B
Reliability10 / 2013 / 20
Security and permissions10 / 2012 / 20
Maintenance13 / 2016 / 20
Documentation10 / 2017 / 20
Setup experience12 / 2017 / 20
Best for
  • HPC systems that rely on Lmod for managing custom software stacks.
  • AI agent workflows seeking to streamline environment setup.
  • Researchers familiar with module commands and dynamic module loading.
  • 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
  • Non-HPC systems or bare-metal without environment modules.
  • Users who need permanent env persistence without module systems.
  • HPC environments based on Conda/Spack but not Lmod.
  • 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
  • Initiates operations to load, unload, swap modules, modifying the shell environment of the session.
  • Writes to user directories to save/restore module collections.
  • Accesses system module configuration locations to list/search available modules.
  • 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
  • Module commands may fail due to misconfigured Lmod or permissions.
  • Accidental module loads can cause environment variable conflicts or program behavior issues.
  • Incorrect module paths may lead to wrong executables or library versions.
  • 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 DesktopClaude Desktop, VS Code, Cursor, Windsurf, Zed, Amp
Tools1011