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DimensionCLIO LmodEnvironment Module Management MCP Server for LLMsBioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS55 / 100 · C75 / 100 · B
Reliability10 / 2010 / 20
Security and permissions10 / 2016 / 20
Maintenance13 / 2018 / 20
Documentation10 / 2017 / 20
Setup experience12 / 2014 / 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.
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
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.
  • Users needing to write to upstream databases (read-only)
  • Users requiring direct access to closed datasets (e.g., COSMIC is not directly integrated)
  • Users expecting all advanced features without API keys
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 internet access to query public biomedical APIs
  • Optional API keys (NCBI, Semantic Scholar, OpenFDA, etc.) to improve rate limits or unlock features
  • Local read/write access for skills, cache, and local study data (e.g., `~/.local/share/biomcp`)
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.
  • Upstream API rate limits may affect performance
  • Some data sources (e.g., KEGG) have licensing terms that restrict non-academic use
  • Features requiring API keys (e.g., OncoKB) may be incomplete without them
  • Local binary installations need regular updates for compatibility
Supported clientsClaude DesktopClaude Desktop, Claude Code, Codex, Other MCP stdio clients
Tools1011