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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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$0.35 Per GiB
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Golf
United States
golf.dev/

Company Information

Observe
Founded: 2017
United States
www.observeinc.com

Alternatives

Alternatives

Eighteen

Eighteen

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Riverbed IQ

Riverbed IQ

Riverbed
TournaKit Pro

TournaKit Pro

TournaKit

Categories

Categories

Log Management Features

Archiving
Audit Trails
Compliance Reporting
Consolidation
Data Visualization
Event Logs
Network Logs
Remediation
Syslogs
Thresholds
Web Logs

Integrations

OpenTelemetry
AWS AppSync
AWS Auto Scaling
AWS Lambda
Amazon Elastic Block Store (EBS)
Amazon Kinesis
Amazon RDS
Amazon S3
Apache Log4j
Azure Kubernetes Service (AKS)
Google Cloud SQL
Indent
Model Context Protocol (MCP)
MySQL
NGINX
OAuth
PostgreSQL
Python
Threat Intelligence Platform
Zendesk

Integrations

OpenTelemetry
AWS AppSync
AWS Auto Scaling
AWS Lambda
Amazon Elastic Block Store (EBS)
Amazon Kinesis
Amazon RDS
Amazon S3
Apache Log4j
Azure Kubernetes Service (AKS)
Google Cloud SQL
Indent
Model Context Protocol (MCP)
MySQL
NGINX
OAuth
PostgreSQL
Python
Threat Intelligence Platform
Zendesk
Claim Golf and update features and information
Claim Golf and update features and information
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Claim Observe and update features and information