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About

GolfMCP is an open source framework designed to streamline the creation and deployment of production-ready Model Context Protocol (MCP) servers, enabling organizations to build secure, scalable AI-agent infrastructure without worrying about boilerplate. It allows developers to define tools, prompts, and resources as simple Python files, after which Golf handles routing, authentication, telemetry, and observability, so you focus on logic, not plumbing. The platform supports enterprise authentication (JWT, OAuth Server, API key), automatic telemetry, and a file-based structure that eliminates decorators or manual schema wiring. With built-in utilities for LLM interactions, error logging, OpenTelemetry integration, and deployment tools (such as a CLI with golf init, golf build dev, golf run), Golf provides a full stack for agent-native services. Included also is the Golf Firewall, an enterprise-grade security layer for MCP servers that enforces token validation.

About

High-quality, ubiquitous, and portable telemetry to enable effective observability. OpenTelemetry is a collection of tools, APIs, and SDKs. Use it to instrument, generate, collect, and export telemetry data (metrics, logs, and traces) to help you analyze your software’s performance and behavior. OpenTelemetry is generally available across several languages and is suitable for use. Create and collect telemetry data from your services and software, then forward them to a variety of analysis tools. OpenTelemetry integrates with popular libraries and frameworks such as Spring, ASP.NET Core, Express, Quarkus, and more! Installation and integration can be as simple as a few lines of code. 100% Free and Open Source, OpenTelemetry is adopted and supported by industry leaders in the observability space.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and enterprise infrastructure teams wanting a tool for building agent-native services and AI workflows

Audience

Developers interested in a high-quality portable telemetry solution for observability

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Golf
United States
golf.dev/

Company Information

OpenTelemetry
Founded: 2019
opentelemetry.io

Alternatives

Alternatives

Elastic APM

Elastic APM

Elastic
Eighteen

Eighteen

Szen Corp
TelemetryHub

TelemetryHub

TelemetryHub by Scout APM
TournaKit Pro

TournaKit Pro

TournaKit
Lightspeed Golf

Lightspeed Golf

Lightspeed
Prefix

Prefix

Stackify

Categories

Agentic AI Supported
AI Governance Supported
AI Security Supported

Categories

Observability Supported
Telemetry Supported

Integrations

Python Supported
.NET Not Supported
ASP.NET Core Not Supported
Amazon Bedrock AgentCore Not Supported
Apache SkyWalking Not Supported
Artillery Not Supported
Aspecto Not Supported
Claude Code Supported
Docker Not Supported
Express Not Supported
Golf Not Supported
KloudMate Not Supported
Langtrace Not Supported
Lucidic AI Not Supported
OpenLIT Not Supported
Randoli Not Supported
Riverbed APM Not Supported
Ruby Not Supported
TraceRoot.AI Not Supported
groundcover Not Supported

Integrations

Python Supported
.NET Supported
ASP.NET Core Supported
Amazon Bedrock AgentCore Supported
Apache SkyWalking Supported
Artillery Supported
Aspecto Supported
Claude Code Not Supported
Docker Supported
Express Supported
Golf Supported
KloudMate Supported
Langtrace Supported
Lucidic AI Supported
OpenLIT Supported
Randoli Supported
Riverbed APM Supported
Ruby Supported
TraceRoot.AI Supported
groundcover Supported
Claim Golf and update features and information
Claim Golf and update features and information
Claim OpenTelemetry and update features and information
Claim OpenTelemetry and update features and information