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DimensionClawBioA local-first AI skill library for bioinformaticsFirecrawl MCP ServerFirecrawl's official MCP server for web search, scraping, and structured extraction for AI agents
FMRS63 / 100 · C75 / 100 · B
Reliability10 / 2013 / 20
Security and permissions14 / 2012 / 20
Maintenance12 / 2016 / 20
Documentation14 / 2017 / 20
Setup experience13 / 2017 / 20
Best for
  • Researchers needing local-first and reproducible bioinformatics workflows
  • Users who want an AI agent to orchestrate existing bioinformatics skills
  • Developers learning genome-analysis workflows with demo data
  • 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
  • Users seeking a general database, cloud-storage, or browser-automation server
  • Clinical diagnosis or prescribing decisions
  • Use cases that require direct patient-genome access by default
  • 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
  • The default mode runs demo data only
  • With CLAWBIO_MCP_ALLOW_LOCAL_FILES=1, skills may read and write local files
  • Depending on the skill invoked, some workflows access external annotation, genomic, or Galaxy services
  • 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
  • Pharmacogenomic and clinical-variant results should not replace professional medical judgment
  • After local-file access is enabled, skills may process or write input and output files
  • Skills using external APIs or Galaxy may send relevant queries or data to external services
  • Some reproductions require the original external inputs or external tools to remain available
  • 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 clientsCursor, Zed, VS Code, Claude DesktopClaude Desktop, VS Code, Cursor, Windsurf, Zed, Amp
Tools011