API Reference

RMCP provides 40 statistical analysis tools across 9 categories. This section documents all available tools and their parameters.

Tool Categories

• Regression & Correlation Tools
  • linear_model()
  • correlation_analysis()
  • logistic_regression()
  • Functions
• Visualization Tools
  • scatter_plot()
  • histogram()
  • boxplot()
  • time_series_plot()
  • correlation_heatmap()
  • regression_plot()
  • Plot Functions

Complete API

• rmcp package
  • Context
    • Context.__init__()
    • Context.check_cancellation()
    • Context.create()
    • Context.error()
    • Context.execute_r_with_session()
    • Context.get_cache_path()
    • Context.get_or_create_r_session()
    • Context.get_r_session_id()
    • Context.info()
    • Context.is_path_allowed()
    • Context.is_r_session_enabled()
    • Context.log()
    • Context.progress()
    • Context.require_path_access()
    • Context.set_r_session_id()
    • Context.warn()
    • Context.request
    • Context.lifespan
  • create_server()
  • ToolsRegistry
    • ToolsRegistry.__init__()
    • ToolsRegistry.call_tool()
    • ToolsRegistry.list_tools()
    • ToolsRegistry.register()
  • ResourcesRegistry
    • ResourcesRegistry.__init__()
    • ResourcesRegistry.list_resources()
    • ResourcesRegistry.read_resource()
    • ResourcesRegistry.register_memory_object()
    • ResourcesRegistry.register_resource_template()
    • ResourcesRegistry.register_static_resource()
  • PromptsRegistry
    • PromptsRegistry.__init__()
    • PromptsRegistry.get_prompt()
    • PromptsRegistry.list_prompts()
    • PromptsRegistry.register()
  • tool()
  • resource()
  • prompt()
  • Subpackages
  • Submodules
  • rmcp.cli module
  • rmcp.r_integration module
    • get_r_binary_path()
    • RExecutionError
      • RExecutionError.stdout
      • RExecutionError.stderr
      • RExecutionError.returncode
      • RExecutionError.__init__()
    • check_r_version()
    • execute_r_script()
    • execute_r_script_async()
    • get_r_image_encoder_script()
    • execute_r_script_with_image()
    • execute_r_script_with_image_async()
    • diagnose_r_installation()
    • diagnose_r_installation_async()