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DimensionMCP Server infranodusIntegrate InfraNodus knowledge graph and text network analysis into LLM workflows.BioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS56 / 100 · C75 / 100 · B
Reliability9 / 2010 / 20
Security and permissions9 / 2016 / 20
Maintenance9 / 2018 / 20
Documentation15 / 2017 / 20
Setup experience14 / 2014 / 20
Best for
  • Researchers needing knowledge graphs and network analysis
  • Content creators and SEO professionals
  • Developers looking to enhance LLM workflows with structured context
  • Analysts seeking to extract structured insights from text
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
Not for
  • Users requiring fully offline usage without API key (limited free quota)
  • Those seeking lightweight simple text summarization
  • Users who don't need graph structures or network analysis
  • 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
  • Requires a valid InfraNodus API key
  • Can read provided text or URL content
  • Can create, retrieve, and modify knowledge graphs in the user's account
  • May call external AI models (via InfraNodus API)
  • 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
  • Risk of API key misuse or leakage
  • Dependence on external API availability and quota limits
  • Paywall: API key needed after free quota
  • Hosted server may store text data, privacy concerns
  • 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 Desktop, CursorClaude Desktop, Claude Code, Codex, Other MCP stdio clients
Tools3011