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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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.

Description

TokenTally serves as a self-hosted governance platform tailored for organizations aiming to oversee their employees' interactions with generative AI tools. It establishes a unified control framework for sanctioned AI services, offering functionalities that allow the creation of access policies, budget management, prompt enhancement, and usage and cost monitoring. Administrators have the capability to track the AI service usage across teams and implement overarching organizational guidelines, while employees utilize the designated tools within this regulated environment. This solution is designed for company leaders, operational executives, IT and security teams who are responsible for assessment and deployment, as well as IT service providers managing client infrastructures. TokenTally is deployed on the organization’s own systems, with subscription plans structured according to employee numbers, accommodating both small-scale and enterprise-level implementations. Moreover, it is particularly beneficial for businesses that desire a centralized overview and control over their AI adoption, spending, and the management of proprietary data. As organizations increasingly integrate AI into their workflows, solutions like TokenTally become essential for maintaining oversight and ensuring compliance.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

Anthropic No 
Azure OpenAI Service No 
Claude Code Yes 
Cursor Yes 
DeepSeek No 
Fireworks AI No 
Gemini No 
GitHub Copilot Yes 
Groq No 
Hugging Face No 
Mistral AI No 
Model Context Protocol (MCP) Yes 
OAuth Yes 
OpenAI No 
OpenRouter No 
OpenTelemetry Yes 
Python Yes 
Together AI No 

Integrations

Anthropic Yes 
Azure OpenAI Service Yes 
Claude Code No 
Cursor No 
DeepSeek Yes 
Fireworks AI Yes 
Gemini Yes 
GitHub Copilot No 
Groq Yes 
Hugging Face Yes 
Mistral AI Yes 
Model Context Protocol (MCP) No 
OAuth No 
OpenAI Yes 
OpenRouter Yes 
OpenTelemetry No 
Python No 
Together AI Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$249
One month free with no commitment. Starter supports up to 50 employees; Business up to 200; Scale up to 600, with three gateway nodes and 10 admin accounts. Enterprise licensing is tailored.
Free Trial Yes 
Free Version 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 

Deployment

Web-Based No 
On-Premises Yes 
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) Yes 
Online Support Yes 

Types of Training

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

Types of Training

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

Vendor Details

Company Name

Golf

Country

United States

Website

golf.dev/

Vendor Details

Company Name

Nelio Tech LLC

Founded

2026

Country

United States

Website

tokentally.nelio-tech.com

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