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DimensionAnalook MCP ServerUnderstand any competitor in 30 seconds — competitor intelligence for AI agentsBioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS55 / 100 · C75 / 100 · B
Reliability9 / 2010 / 20
Security and permissions12 / 2016 / 20
Maintenance8 / 2018 / 20
Documentation13 / 2017 / 20
Setup experience13 / 2014 / 20
Best for
  • Indie hackers who want competitor intelligence callable directly by an agent
  • Growth teams benchmarking against competitors
  • Investors doing quick pre-DD intelligence gathering
  • Founders preparing a launch in a crowded market
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
Not for
  • Teams requiring fully offline or self-hosted deployment with no data sent to third-party services
  • Self-hosted setups that cannot supply third-party API keys (such as DataForSEO, Apify, Product Hunt, and LLM providers)
  • Users expecting non-public internal data (this tool works from public signals only)
  • Clients that only support local stdio MCP processes and not remote HTTP MCP
  • 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 Analook access token (Bearer token) for remote MCP authentication
  • Analysis depends on third-party data-source API keys (DataForSEO, Apify, Product Hunt, TeamoRouter, DeepSeek)
  • Server-side use of Supabase for auth, credits, and report storage
  • 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
  • Reports are generated by third-party LLM and data services and may contain inaccurate or outdated information; verify key conclusions manually
  • Results are inferred from public signals, and business-model or revenue estimates are ranges and hypotheses only
  • Requests are sent to the remote service https://www.analook.com/mcp/, so data-transfer and compliance requirements should be assessed
  • A leaked token may allow others to consume your account credits
  • The repository declares no license metadata (the README states MIT); confirm authorization before commercial use
  • 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
Tools511