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DimensionMCP AnalyticsThe statistical analyst in your AI chat — bring data and a question, own a citable, re-runnable analysis.BioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS53 / 100 · D75 / 100 · B
Reliability8 / 2010 / 20
Security and permissions12 / 2016 / 20
Maintenance8 / 2018 / 20
Documentation12 / 2017 / 20
Setup experience13 / 2014 / 20
Best for
  • Business analysts and data science enthusiasts seeking rigorous statistical analysis through an AI chat interface.
  • Teams needing citable, reproducible analyses with methodology descriptions for papers, presentations, or compliance.
  • Users who want to own their analysis modules and rerun them on fresh data without paying again.
  • Adopters of Claude Desktop, Cursor, Windsurf, or other MCP clients who want to analyze data directly in their workflow.
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
Not for
  • Users needing a free or open-source solution (service is commercial, credit-based).
  • Users who just need simple SQL queries or file system operations (more specialized, free MCP servers exist).
  • Users requiring fully local processing to avoid cloud (data is sent to API for processing).
  • Users needing very large-scale data processing or non-statistical custom coding (platform focuses on statistical methods).
  • 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
  • Tools can read uploaded CSVs or pull data from connected sources (GA4, GSC).
  • Running analyses involves calling remote cloud APIs; network access required.
  • Auth via OAuth2 (Auth0) or API key.
  • Billing tool can affect credit usage within this API (not external payments).
  • May create or update remote connector data if supported.
  • 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
  • Data is processed in the cloud, so sensitive information could be exposed despite encryption and ephemeral processing.
  • Commercial service relies on credits; builds that fail are not billed, but continued use requires payment.
  • Non-official, third-party service may have rate limits or downtime.
  • Potential for errors in AI-generated analyses if used without scrutiny; platform claims verification, but users should review.
  • 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, Cursor, Windsurf, Claude CodeClaude Desktop, Claude Code, Codex, Other MCP stdio clients
Tools1811