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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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Lightspeed Golf

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Lightspeed
Riverbed IQ

Riverbed IQ

Riverbed

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 Auto Scaling Not Supported
Amazon CloudWatch Not Supported
Amazon EC2 Not Supported
Amazon EC2 Auto Scaling Not Supported
Amazon Elastic Block Store (EBS) Not Supported
Amazon Kinesis Not Supported
Apache CloudStack Not Supported
Auth0 Not Supported
Azure Functions Not Supported
Azure Kubernetes Service (AKS) Not Supported
Claude Code Supported
Fluentd Not Supported
Google Cloud Load Balancer Not Supported
Logstash Not Supported
PagerDuty Not Supported
PostgreSQL Not Supported
Telegraf Not Supported
Zendesk Not Supported

Integrations

OpenTelemetry Supported
AWS Auto Scaling Supported
Amazon CloudWatch Supported
Amazon EC2 Supported
Amazon EC2 Auto Scaling Supported
Amazon Elastic Block Store (EBS) Supported
Amazon Kinesis Supported
Apache CloudStack Supported
Auth0 Supported
Azure Functions Supported
Azure Kubernetes Service (AKS) Supported
Claude Code Not Supported
Fluentd Supported
Google Cloud Load Balancer Supported
Logstash Supported
PagerDuty Supported
PostgreSQL Supported
Telegraf Supported
Zendesk 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