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AgentIndex
golf logo
golf
★ 841
vs
ls-mcp logo
ls-mcp
★ 84

golf vs ls-mcp

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.; ls-mcp: ls-mcp is a command-line utility designed to automatically detect and analyze Model Context Protocol (MCP) servers in local development environments. It helps developers discover MCP configurations, monitor running servers, and identify potential security vulnerabilities related to credentials.

01

TL;DR

golf logo
golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →
ls-mcp logo
ls-mcpObservability · ★ 84

Quickly detect all configured MCP servers in a local development setup.

Read ls-mcp full review →
02

Side-by-Side Comparison

Field
golf logogolf
ls-mcp logols-mcp
Category
Observability
Observability
Stars
★ 841
★ 84
License
Apache-2.0
Apache-2.0
Install Command
pip install golf-mcp
npx ls-mcp
Updated
1mo ago
2w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Python, Server Framework
MCP Discovery, AI Development, Security Analysis
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.
ls-mcp logols-mcp
01Automatic discovery of MCP servers in AI applications and IDEs
02Intelligent discovery of project-scoped and global MCP configurations
03Real-time status monitoring of running MCP servers
04Security analysis for exposed credentials in MCP server configurations
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).
ls-mcp logols-mcp
↳Quickly detect all configured MCP servers in a local development setup.
↳Analyze specific MCP configuration files for custom setups or debugging.
↳Integrate MCP server detection and status into automated workflows via JSON output.
↳Review all potential MCP providers, including those without active configurations.
FAQ

FAQ

What is the difference between golf and ls-mcp?
Both golf and ls-mcp are in the Observability category. golf has 841 stars, while ls-mcp has 84 stars.
Which is better, golf or ls-mcp?
The best choice depends on your use case. Choose golf if Building custom MCP server applications., and ls-mcp if Quickly detect all configured MCP servers in a local development setup..
Is golf free or open source?
Yes, golf is open source on GitHub (Apache-2.0).
Is ls-mcp free or open source?
Yes, ls-mcp is open source on GitHub (Apache-2.0).
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Related

Alternatives to golf →Alternatives to ls-mcp →golf details →ls-mcp details →