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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

Observe – the AI-powered observability company – is reinventing how businesses detect anomalies, troubleshoot applications, and resolve incidents to deliver exceptional customer experiences. Only Observe eliminates silos of logs, metrics, and traces by storing all data in a single, cost-efficient data lake, analyzing all telemetry data using a single language, and providing access through a single, consistent, user interface. Observe’s AI-Powered Observability enables companies to resolve software incidents three times faster at one-third the cost. Customers such as Capital One, Dialpad AI, Top Golf and more trust Observe to turn their data into actionable insights.

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 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

Audience

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

Audience

Companies looking for an observability solution

Support

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

Support

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

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

$0.35 Per GiB
• Unlimited Users
• Unlimited Alerts
• Unlimited Dashboards
• Unlimited Data Sources
• Unlimited Retention for only $0.01 / GiB per Month
• Data Encryption. In-transit and At-rest
• Included Customer Success and Technical Support
• No Overages. Period.
Free Version Not Supported
Free Trial 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 Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

Golf
United States
golf.dev/

Company Information

Observe
Founded: 2017
United States
www.observeinc.com

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TournaKit
Riverbed IQ

Riverbed IQ

Riverbed
Lightspeed Golf

Lightspeed Golf

Lightspeed

Categories

Agentic AI Supported
AI Governance Supported
AI Security Supported

Categories

Log Management Supported
Observability Supported
Telemetry Supported

Log Management Features

Archiving Supported
Audit Trails Supported
Compliance Reporting Supported
Consolidation Not Supported
Data Visualization Supported
Event Logs Supported
Network Logs Supported
Remediation Supported
Syslogs Supported
Thresholds Supported
Web Logs Supported

Integrations

OpenTelemetry Supported
AWS Lambda Not Supported
Amazon CloudWatch Not Supported
Amazon DynamoDB Not Supported
Amazon EC2 Auto Scaling Not Supported
Apache CloudStack Not Supported
Azure Kubernetes Service (AKS) Not Supported
Azure SQL Database Not Supported
Claude Code Supported
Docker Not Supported
Drata Not Supported
Fluent Bit Not Supported
Google Cloud Functions Not Supported
Google Cloud Platform Not Supported
Google Cloud Run Not Supported
Google Cloud SQL Not Supported
Indent Not Supported
NGINX Not Supported
PagerDuty Not Supported
Wazuh Not Supported

Integrations

OpenTelemetry Supported
AWS Lambda Supported
Amazon CloudWatch Supported
Amazon DynamoDB Supported
Amazon EC2 Auto Scaling Supported
Apache CloudStack Supported
Azure Kubernetes Service (AKS) Supported
Azure SQL Database Supported
Claude Code Not Supported
Docker Supported
Drata Supported
Fluent Bit Supported
Google Cloud Functions Supported
Google Cloud Platform Supported
Google Cloud Run Supported
Google Cloud SQL Supported
Indent Supported
NGINX Supported
PagerDuty Supported
Wazuh Supported
Claim Golf and update features and information
Claim Golf and update features and information
Claim Observe and update features and information
Claim Observe and update features and information