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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
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
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
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