The skill could install or update from https://docs.statamcp.com/skills/openclaw or bash mkdir -p /path/to/skill/base/stata-mcp-skill curl -o /path/to/skill/base/stata-mcp-skill/SKILL.md https://github.com/SepineTam/mcp-for-stata/raw/refs/heads/master/docs/agents/openclaw.md

MCP-for-Stata Skill

MCP-for-Stata enables LLMs to execute Stata commands. Use MCP tools when available; fall back to CLI for clients without MCP support.

If you want to know more about MCP-for-Stata, visit its documents or GitHub.

MCP Tools (Preferred, used by Claude Code, Codex, Cursor or others)

Tool	Purpose	Key Params
help	Get Stata command docs	cmd (Unix only)
stata_do	Execute .do file	dofile_path, read_log_when_error, optional timeout
ado_package_install	Install approved packages; GitHub requires an allowlist	package, source; client elicits approval
get_data_info	Analyze data files	data_path, vars_list
read_log	Read log files	file_path, output_format

CLI Tools (Fallback, mainly used by OpenClaw)

uvx stata-mcp tool ado-install <package> [-y|--yes] [--source ssc|github|net]
uvx stata-mcp tool do <dofile_path> [--log-file-name <name>] [--timeout <seconds>]
uvx stata-mcp tool help <command>          # Unix only
uvx stata-mcp tool data-info <data_path> [--vars-list var1 var2]
uvx stata-mcp tool read-log <log_path> [--output-format full|core|dict]

Iterative Workflow

1. get_data_info -> understand dataset structure
2. Edit or Write -> to create a do-file
3. stata_do -> execute analysis with capture output
4. help -> learn Stata commands (Unix) if there are any command error
5. After explicit approval, use ado_package_install; inspect GitHub repositories first

Notes

• Requires valid Stata license
• help only works on macOS/Linux
• Security guard blocks dangerous commands (shell, rm, etc.)
• The default MCP profile excludes ado installation; the unsafe profile requires client-mediated approval; CLI prompts unless -y/--yes is supplied; GitHub additionally requires an exact repository allowlist
• Log location: <cwd>/.statamcp/stata-mcp-log/