TokenTally

TokenTally

Nelio Tech LLC
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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

TokenTally is a self-hosted AI governance platform for organizations managing employee use of generative AI tools. It provides a central control layer for approved AI services, with tools to set access policies and spending budgets, improve prompts, and monitor usage and costs. Administrators can oversee how teams use AI providers and apply organization-wide rules, while employees work with permitted tools through the managed environment. The product is intended for company owners and operations leaders, IT and security teams responsible for evaluation and deployment, and IT service providers managing client environments. TokenTally is installed on an organization's own infrastructure, and its plans are organized by employee capacity, with tiers for smaller deployments through enterprise use. It can support businesses seeking centralized visibility and control over AI adoption, expenditure, and company-data handling.

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 Not Supported
On-Premises 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

Small and midsize companies seeking to manage employees’ AI access, spending, and data use, including company owners, operations leaders, IT and security teams, and IT service providers supporting client organizations.

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

No images available

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

$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 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

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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 Not Supported
Live Online Supported
In Person Not Supported

Company Information

Golf
United States
golf.dev/

Company Information

Nelio Tech LLC
Founded: 2026
United States
tokentally.nelio-tech.com

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Categories

Agentic AI Supported
AI Governance Supported
AI Security Supported

Categories

AI Governance Supported

Integrations

Anthropic Not Supported
Azure OpenAI Service Not Supported
Claude Code Supported
Cursor Supported
DeepSeek Not Supported
Fireworks AI Not Supported
Gemini Not Supported
GitHub Copilot Supported
Groq Not Supported
Hugging Face Not Supported
Mistral AI Not Supported
Model Context Protocol (MCP) Supported
OAuth Supported
OpenAI Not Supported
OpenRouter Not Supported
OpenTelemetry Supported
Python Supported
Together AI Not Supported

Integrations

Anthropic Supported
Azure OpenAI Service Supported
Claude Code Not Supported
Cursor Not Supported
DeepSeek Supported
Fireworks AI Supported
Gemini Supported
GitHub Copilot Not Supported
Groq Supported
Hugging Face Supported
Mistral AI Supported
Model Context Protocol (MCP) Not Supported
OAuth Not Supported
OpenAI Supported
OpenRouter Supported
OpenTelemetry Not Supported
Python Not Supported
Together AI Supported
Claim Golf and update features and information
Claim Golf and update features and information
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