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What is TokenTally?

TokenTally is a self-hosted governance solution specifically designed for organizations that want to manage their employees' use of generative AI technologies. It creates a cohesive framework for approved AI services, providing features that facilitate the establishment of access policies, budget oversight, prompt optimization, and tracking of usage and expenses. Administrators can monitor AI service usage across different teams and enforce comprehensive organizational policies, while employees engage with tools within this controlled setting. This platform is intended for executives, operational managers, IT and security personnel tasked with evaluation and implementation, as well as IT service providers overseeing client systems. TokenTally is installed on the organization’s infrastructure, with subscription options tailored to employee count, making it suitable for both small businesses and large enterprises. Additionally, it proves especially advantageous for companies seeking a centralized perspective on their AI initiatives, financial expenditures, and the safeguarding of sensitive data. As businesses continue to weave AI into their operations, tools like TokenTally become critical for ensuring proper oversight, compliance, and effective governance in this evolving landscape. Ultimately, this governance platform empowers organizations to harness the potential of AI while mitigating risks associated with its use.

What is Golf?

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 a secure and scalable environment for AI agents without the burden of boilerplate code. By allowing developers to easily define tools, prompts, and resources with simple Python files, GolfMCP handles vital operations such as routing, authentication, telemetry, and observability, which allows users to focus on the essential logic instead of the underlying infrastructure. The platform supports advanced authentication methods like JWT, OAuth Server, and API keys, along with automated telemetry and a file-based structure that eliminates the need for decorators or manual schema setups. It also provides built-in tools for interacting with large language models (LLMs), comprehensive error logging, OpenTelemetry integration, and deployment utilities, including a command-line interface that offers commands for initializing, building, and running projects. Additionally, GolfMCP features the Golf Firewall, a sturdy security layer specifically designed for MCP servers that implements strict token validation to bolster the security framework. This extensive array of features guarantees that developers have all the necessary tools at their disposal to create effective AI-driven applications, paving the way for innovation and efficiency in their projects. With GolfMCP, organizations can confidently advance their AI initiatives with a robust and user-friendly development environment.

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Integrations Supported

Anthropic
Azure OpenAI Service
DeepSeek
Fireworks AI
Gemini
Groq
Hugging Face
Mistral AI
OpenAI
OpenRouter
Together AI

Integrations Supported

Claude Code
Cursor
GitHub Copilot
Model Context Protocol (MCP)
OAuth
OpenTelemetry
Python

API Availability

API Availability

Has API

Pricing Information

$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 Offered?

Pricing Information

Free
Free Version

Supported Platforms

On-Prem

Supported Platforms

SaaS

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Nelio Tech LLC

Date Founded

2026

Company Location

United States

Company Website

tokentally.nelio-tech.com

Company Facts

Organization Name

Golf

Company Location

United States

Company Website

golf.dev/

Categories and Features

AI Governance

Not specified

Categories and Features

Agentic AI

Not specified

AI Governance

Not specified

AI Security

Not specified

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