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golf

Active·★ 829·Apache-2.0·Updated 2026-05-08
★ Essential★ Trending

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

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#Python
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#Server Framework
#API Development
#Authentication
#Coding
$ Install
$ pip install golf-mcp
↗ Visit site★ GitHub
01

Features

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.
02

Compatibility

OpenTelemetry
Telemetry
Verified via docs
LLM Agents
Agent Native
Verified via docs
03

Quick start

1
$ pip install golf-mcp
04

Use cases

↳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).
05

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Related searches

golf AlternativesBest Observability Tools 2026Open Source Observabilitygolf Tutorialgolf Vs CompetitorsMCPPythonServer Framework

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3w ago
StatusActive
LicenseApache-2.0
CategoryObservability
Trend (30d)
+33.1↑ 4.4%
Links
Documentation↗Discussion↗Issues↗Releases↗

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