SkillAgentSearch skills...

mcp-for-stata

Stata-MCP: A MCP server for integrating Stata into your agent loop with a safety-first design.

Install / Use

npx skills add SepineTam/mcp-for-stata

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

87/100

Category

Security

Supported Platforms

Claude Code
OpenAI Codex

Our assessment of mcp-for-stata

mcp-for-stata scores 87/100 on our quality scale, 432nd of 772 Security skills we index.

Its SKILL.md is 25 KB long, well organised into 29 sections with 18 code examples: a thorough specification that gives an agent plenty to work with.

It has 261 GitHub stars, a meaningful sign that others use it.

Substance
30/30
Structure
20/20
Description
12/15
Adoption
10/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated today, so mcp-for-stata is actively maintained.
  • Our last check on 2026-09-25 found the source still online.
  • It is released under AGPL-3.0, a copyleft license: you can use it, but modified versions you distribute must carry the same license.
  • Its trust signals score 95/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands (2 minor notes below). An AI review of the same text found nothing harmful.

  • noteInstalls by piping a downloaded script into a shellline 119
    curl -fsSL https://raw.githubusercontent.com/SepineTam/mcp-for-stata/master/scripts/install.sh | bash
  • noteInstalls by piping a downloaded script into a shellline 124
    irm https://raw.githubusercontent.com/SepineTam/mcp-for-stata/master/scripts/install.ps1 | iex

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

mcp-for-stata compared with similar skills

All 4 of these similar skills score higher than mcp-for-stata; compare them before choosing.

SkillScoreStarsUpdatedFormat
mcp-for-stata (this skill)by SepineTam87261todaySKILL.md
Agent-Reachby Panniantong10085.9k12d agoCLAUDE.md
headroomby headroomlabs-ai10074.0k1d agoCLAUDE.md
rufloby ruvnet10073.4ktodayCLAUDE.md
CowAgentby zhayujie10047.1ktodayCLAUDE.md

Frequently asked questions

How do I install mcp-for-stata?
Run npx skills add SepineTam/mcp-for-stata. The install tabs above show the steps for each supported agent.
Which AI agents does mcp-for-stata work with?
It is written for Claude Code and OpenAI Codex, as a SKILL.md file. Other agents that read the same format can often use it too.
Is mcp-for-stata safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands (2 minor notes below). An AI review of the same text found nothing harmful. It is AGPL-3.0-licensed and scores 95/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is mcp-for-stata still maintained?
The repository was last updated today, so mcp-for-stata is actively maintained.
<div align="center"> <a href="https://aidea-labs.com/open/projects/mcp-for-stata"> <img src="assets/mcp-for-stata-stata-ai-data-analysis.jpg" alt="MCP-for-Stata (Stata-MCP): let Claude Code, Codex, and other AI agents run local Stata for regression analysis and empirical research" width="300"/> </a> </div>

MCP-for-Stata (Stata-MCP): Run Stata with ANY Agent

MCP-for-Stata is an safety first open-source MCP server and CLI tool with Skills lets any AI agent you use invoke local Stata on your device for regression analysis, econometrics, paper replication, and empirical research. It provides command guards, resource monitoring, automatic log capture, and cross-platform client installation, while you retain control of your data and Stata license.

Turn Claude Code, Codex, and other AI agents into an on-demand research assistant.

Stata is a registered trademark of StataCorp LLC. This project is an independent community-developed tool and is not affiliated with, endorsed by, or sponsored by StataCorp LLC.

en cn fr es Publish to PyPI PyPI version PyPI Downloads License: AGPL 3.0 OpenSSF Best Practices Issue Ask DeepWiki

<!-- mcp-name: io.github.SepineTam/stata-mcp -->

💡 Quick Start

You do not need to edit any configuration. Just tell your agent:

Install MCP-for-Stata for yourself globally following the instructions in the GitHub repository at SepineTam/mcp-for-stata.

🆕 News

Finding our newest research? View latest research reports.

<details> <summary>Looking for others?</summary>

MCP or AI about Stata

Datasets and Information

  • STOP Dataset: StataMCP-Team Opendata Project 📊, we have open-sourced a comprehensive dataset collection for social science research, aiming to enable the future of AI-driven and data-powered research paradigms.
</details> <details> <summary>Why AGPL 3.0 License?</summary>

The AGPL 3.0 License is a type of open-source license. It does not affect your daily use, and allows you to use, modify, and distribute this software free of charge, provided that you comply with its terms, such as retaining the original copyright notices.

Notes: While we strive to make open source accessible to everyone, we regret that we can no longer maintain the Apache-2.0 License. Due to individuals directly copying this project and claiming to be its maintainers, we have decided to change the license to AGPL-3.0 to prevent misuse of the project in ways that go against our original vision.

Notes: 尽管我们希望尽可能让所有人都能从开源中获益,但我们很遗憾地宣布无法继续保持 Apache-2.0 License。由于有人直接抄袭本项目并标榜其为项目维护者,我们不得不将 License 更改为 AGPL-3.0,以防止有人滥用本项目进行违背项目初心的事情。

Reason following:

Background: @jackdark425's repository directly copied this project and claimed to be the sole maintainer. We welcome open source collaboration based on forks, including but not limited to adding new features, fixing existing bugs, or providing valuable suggestions for the project, but we firmly oppose plagiarism and false attribution.

Update: The infringing project has been taken down via GitHub DMCA. View DMCA takedown details.

背景: @jackdark425 的仓库直接抄袭了本项目并标榜为项目唯一维护者。我们欢迎基于fork的开源协作,包括但不限于添加新的feature、修改已有bug或对项目提出您宝贵的意见,但坚决反对抄袭和虚假署名行为。

更新: 侵权项目已通过GitHub DMCA被takedown,查看DMCA下架详情。

</details>

Installation and Client Configuration

See the Installation Guide for installation methods, client setup, addon/extra options, and verification.

🚀 One-click installation for all clients!

No config, no manual JSON editing. Just one command installs MCP-for-Stata for every supported agent (Claude Code, Codex, OpenClaw, Cursor, Gemini CLI, and more):

uvx stata-mcp install --all
<details> <summary>Supported Agents 🤖</summary> Based on our own experience and testing, we recommend using Claude Code, Codex, and OpenClaw. We have found that Claude and DeepSeek are the two best models across any framework.

| Agent | Tag | Command | |---------------------------|----------|-----------------------------------| | Claude Desktop | claude | uvx stata-mcp install -c claude | | Claude Code | cc | uvx stata-mcp install -c cc | | Gemini CLI | gemini | uvx stata-mcp install -c gemini | | Cursor | cursor | uvx stata-mcp install -c cursor | | Cline (VScode Extension) | cline | uvx stata-mcp install -c cline | | Codex CLI & Codex Desktop | codex | uvx stata-mcp install -c codex | | OpenCode | opencode | uvx stata-mcp install -c opencode | | OpenClaw | openclaw | uvx stata-mcp install -c openclaw | | Claude Science | — | Manual config |

</details>

If you don't have uv, see the uv installation guide to install it. Or, use our beta install script (auto-installs uv if missing):

macOS / Linux:

curl -fsSL https://raw.githubusercontent.com/SepineTam/mcp-for-stata/master/scripts/install.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/SepineTam/mcp-for-stata/master/scripts/install.ps1 | iex

If you don't know how to use them, download the installation scripts and double-click it in your device. install.bat for Windows users, and install.command for macOS users.

<a name="advanced-claude-code"></a>

Advanced - Claude Code

As we find Claude Code is the best agent for MCP-for-Stata as its prefect agentic ability, we recommend using it, and there are lots of advanced usage following:

Before using it, please make sure you have ever install Claude Code, if you don't know how to install it, visit on GitHub

Generally, you can install MCP-for-Stata globally for one time, you can run:

claude mcp add stata-mcp --scope user -- uvx stata-mcp

Then, you do not need to watch it again.

<details> <summary>Local and share with your partners</summary>

If you want to install it locally only for the certain workspace, you can cd to your working directory, and run:

claude mcp add stata-mcp --env STATA_MCP__CWD=$(pwd) --scope local -- uvx --directory $(pwd) stata-mcp

It would nothing happen, you can type claude and type /mcp to find the status.

Also, collaboration is an essential part of research. You can share your MCP config with your co-authors using:

claude mcp add stata-mcp --scope project -- uvx stata-mcp

In your working directory, you can find a file named .mcp.json, your mcp config will be placed here.

</details>

Then, you can use MCP-for-Stata in Claude Code. Here are some scenarios for using it:

  • Paper Replication: Replicate empirical studies from economics papers
  • Quick Hypothesis Testing: Validate economic hypotheses through regression analysis
  • Stata Learning Assistant: Learn econometrics with step-by-step Stata explanations
  • Code Organization: Review and optimize existing Stata do-files
  • Result Interpretation: Understand complex statistical outputs and regression results

If you use Claude Code inside IDEs (either the integrated terminal or the Claude Code Extension), installing our plugin including MCP-for-Stata and Stata LSP maintained by @euglevi.

# Add the MCP-for-Stata marketplace
claude plugin marketplace add SepineTam/mcp-for-stata

# Install the plugin to local, project or user scope
claude plugin install stata-toolbox -s project

The language server gives AI-generated Stata code better syntax awareness and completion, which improves output quality. We package the LSP in compliance with its license and give full attribution to the original author.

<a name="advanced-codex"></a>

Advanced - Codex

We find that many researchers are using Codex as their agent, therefore we also provide instructions for Codex users.

I figure that researchers are not using Codex CLI but Codex Desktop, so we can say it is easier to config MCP-for-Stata than other agents.

You just need to say Install MCP-for-Stata for yourself globally from https://www.statamcp.com or visit https://github.com/SepineTam/mcp-for-stata then restart your Codex Desktop after it say ready.

Also, if you want to install it manually, here are two ways:

A. Install in Codex Desktop GUI

  1. Open your Codex Desktop APP
  2. Click Settings in the bottom-left corner
  3. Find MCP servers on the left side
  4. Click Add server
  5. Fill with the following:
    Name: stata-mcp
    Command to launch: uvx
    Arguments: stata-mcp
    
  6. Click Save
  7. Then, restart your Codex Desktop and enjoy it.

B. Install with Codex CLI

For CLI mode, just run the following command in your terminal

uvx stata-mcp install -c codex

Or use

codex mcp add stata-mcp -- uvx stata-mcp

<a name="advanced-claude-science"></a>

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars261
CategorySecurity
Updated4h ago
Forks36

Languages

Python

Trust signals

95/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

1 low