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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

AAES Govern is a self-hosted software solution that is currently in its pre-launch phase, designed to handle enterprise AI agent requests via pre-established credential pathways. It verifies user permissions, mandates necessary human approvals, and enforces spending limits by reserving evaluated amounts prior to final authorization, while also documenting signed decisions to ensure offline integrity. While an agent can utilize direct credentials or an alternate route to bypass these enforcement measures, integrations that only observe cannot halt ongoing activities. Customers have the option for evaluation through a paid design partnership costing USD 40,000 for a three-month period, which includes both AAES Govern and the distinct AAES Operate product; however, the rates for production are not publicly disclosed. Although managed hosting for Govern is planned, it is not currently available. Additionally, the separately released aaesverify CLI, which is licensed under Apache-2.0, is capable of verifying the integrity of exported records against a trusted public key, but it does not provide assurances regarding complete data capture, input accuracy, or downstream execution fidelity. Notably, AAES has yet to showcase any production customer results or obtain independent certification for its offerings, highlighting a gap in third-party validation. This absence of verified performance raises questions about the software's readiness for widespread implementation in enterprise environments.

Description

GolfMCP serves as an open-source framework aimed at simplifying the development and deployment of production-ready Model Context Protocol (MCP) servers, which empowers organizations to construct a secure and scalable infrastructure for AI agents without the hassle of boilerplate code. Developers can effortlessly define tools, prompts, and resources using straightforward Python files, while Golf takes care of essential tasks like routing, authentication, telemetry, and observability, allowing you to concentrate on the core logic rather than underlying plumbing. The platform incorporates enterprise-level authentication methods such as JWT, OAuth Server, and API keys, along with automatic telemetry and a file-based organization that removes the need for decorators or manual schema configurations. It also features built-in utilities that facilitate interactions with large language models (LLMs), comprehensive error logging, OpenTelemetry integration, and deployment tools like a command-line interface with commands for initializing, building, and running projects. Furthermore, Golf includes the Golf Firewall, a robust security layer tailored for MCP servers that enforces strict token validation to enhance the overall security framework. This extensive functionality ensures that developers are equipped with everything they need to create efficient AI-driven applications.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

Model Context Protocol (MCP) Yes 
Claude Code No 
Cursor No 
GitHub Copilot No 
Google Workspace Yes 
HashiCorp Vault Yes 
Microsoft Copilot Studio Yes 
Microsoft Entra Yes 
OAuth No 
Okta Yes 
OpenTelemetry No 
Python No 
Slack Yes 

Integrations

Model Context Protocol (MCP) Yes 
Claude Code Yes 
Cursor Yes 
GitHub Copilot Yes 
Google Workspace No 
HashiCorp Vault No 
Microsoft Copilot Studio No 
Microsoft Entra No 
OAuth Yes 
Okta No 
OpenTelemetry Yes 
Python Yes 
Slack No 

Pricing Details

$40,000/3 months
USD 40,000 for a three-month customer-run design partnership covering AAES Govern and the separate AAES Operate product. Production pricing is unpublished. Managed Govern hosting is planned but is not currently offered.
Free Trial No 
Free Version No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based No 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

AAES

Country

Hong Kong

Website

aaes.ai/products/govern.html

Vendor Details

Company Name

Golf

Country

United States

Website

golf.dev/

Product Features

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