Ghostshell MCP Server

Run AI-powered conjoint experiments from Claude, Cursor, or any MCP-compatible client. Understand **why** people make decisions using causal

Remote serverstreamable-httpPython

What is the Ghostshell MCP Server?

Run AI-powered conjoint experiments from Claude, Cursor, or any MCP-compatible client. Understand why people make decisions using causal inference and synthetic

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Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
check_causalityValidate that a research question is causal
generate_attributes_levelsGenerate experiment attributes and levels using AI
validate_populationValidate target population demographics
get_population_statsGet population statistics for a country
create_experimentCreate and run a conjoint experiment
get_experiment_statusCheck experiment progress
list_experimentsList all your experiments
get_experiment_resultsGet detailed experiment results
get_run_detailsGet detailed run information
get_run_artifactsGet run artifacts and files
update_run_configUpdate run configuration
generate_personasGenerate AI personas for an experiment
get_experiment_personasGet personas for an experiment
get_amce_dataGet AMCE analytics data

Configuration

VariableDescriptionRequired
AUTH0_JWT_TOKENCredential the server authenticates with.Yes
API_BASE_URLEndpoint or connection string the server talks to.Yes

Example prompts to try

  • “Use Ghostshell to check causality.”
  • “Use Ghostshell to generate attributes levels.”
  • “Use Ghostshell to validate population.”

Frequently asked questions

Run AI-powered conjoint experiments from Claude, Cursor, or any MCP-compatible client. Understand **why** people make decisions using causal inference and synthetic Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.