AgentIndex icon
AgentIndex
golf logo
golf
★ 841
vs
mcp-stata logo
mcp-stata
★ 88

golf vs mcp-stata

golf: Golf is a Python framework designed to streamline the creation of MCP server applications by defining capabilities as Python files. It automatically discovers, parses, and compiles these components into a runnable MCP server, minimizing boilerplate and accelerating development.; mcp-stata: This MCP server enables LLMs to execute Stata code, inspect data, export graphics, and verify results. It uses the proprietary pystata module included with Stata 17+ and requires Python 3.11+. The server supports various IDEs like Claude Desktop, Cursor, and VS Code via stdio transport.

01

TL;DR

golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
mcp-stata logo
mcp-stataObservability · ★ 88

Run Stata commands for statistical analysis

Read mcp-stata full review →
02

Side-by-Side Comparison

Field
golf logogolf
mcp-stata logomcp-stata
Category
Observability
Observability
Stars
★ 841
★ 88
License
Apache-2.0
AGPL-3.0
Install Command
pip install golf-mcp
uvx --refresh --refresh-package mcp-stata --from mcp-stata@latest mcp-stata
Updated
1mo ago
5mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Python, Server Framework
ai, econometrics, economics
03

Features

golf logogolf
01Streamlined creation of MCP server applications.
02Automatic discovery, parsing, and compilation of server components (tools, prompts, resources).
03Enterprise-grade authentication (JWT, OAuth Server, API key, development tokens).
04Built-in utilities for Large Language Model (LLM) interactions.
05Automatic OpenTelemetry integration for monitoring and tracing.
mcp-stata logomcp-stata
01Execute Stata code
02Inspect data (dataset summaries and codebooks)
03Export graphics (histograms, scatterplots)
04Streaming graph caching
05Verify results (check stored r() and e() values)
04

Use Cases

golf logogolf
↳Building custom MCP server applications.
↳Developing backend services for AI agents and Large Language Models.
↳Rapid prototyping and deployment of server capabilities (tools, prompts, resources).
mcp-stata logomcp-stata
↳Run Stata commands for statistical analysis
↳Explore and summarize datasets
↳Create and export statistical graphs
FAQ

FAQ

What is the difference between golf and mcp-stata?
Both golf and mcp-stata are in the Observability category. golf has 841 stars, while mcp-stata has 88 stars.
Which is better, golf or mcp-stata?
The best choice depends on your use case. Choose golf if Building custom MCP server applications., and mcp-stata if Run Stata commands for statistical analysis.
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
Is mcp-stata free or open source?
Yes, mcp-stata is open source on GitHub (AGPL-3.0).
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Related

Alternatives to golf →Alternatives to mcp-stata →golf details →mcp-stata details →