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DimensionROS MCP ServerConnect AI models to ROS robots through MCP.BioMCPOne binary. One grammar. Evidence from the biomedical sources you already trust.
FMRS47 / 100 · D75 / 100 · B
Reliability9 / 2010 / 20
Security and permissions6 / 2016 / 20
Maintenance11 / 2018 / 20
Documentation11 / 2017 / 20
Setup experience10 / 2014 / 20
Best for
  • Robotics developers using ROS 1 or ROS 2
  • Teams that want MCP clients to observe or control robots
  • Robot diagnosis, experimentation, and simulation
  • Biomedical researchers
  • Clinicians
  • AI agents that need efficient access to biomedical literature and data analysis
Not for
  • Systems that do not use ROS or ROS 2
  • AI applications expected to run independently without a ROS connection
  • Production deployments requiring guaranteed authentication or authorization, which are not described in the source
  • 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
  • Access ROS topics, services, actions, and parameters
  • Read sensor data and robot state
  • Publish messages, call services or actions, and set parameters when requested
  • Add a rosbridge node to the existing ROS setup
  • 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
  • Natural-language requests may trigger control operations on real robots
  • Changing parameters or calling services and actions may affect robot state and surrounding equipment
  • The source does not describe authentication, authorization, or safety controls
  • 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 Code, Codex, Gemini CLI, Claude Desktop, ChatGPT, CursorClaude Desktop, Claude Code, Codex, Other MCP stdio clients
Tools011