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🧚 Some updates have dropped

Released on January 4, 2026

This release introduces Units of Intelligence (UoI) pricing, our SSE MCP Server for agentic coding tools, new models, enhanced agentic tooling, Voice Agents GA, and Linux desktop support! 🚀

💡 Units of Intelligence (UoI)​

Say Goodbye to Seats - Welcome to the Era of Consumption-Based AI​

No more rigid seat licenses. With Units of Intelligence (UoI), you pay for what you use - scalable, predictable, and built for how modern teams actually work.

Important: This is purely additive - no hidden restrictions, no behind-the-scenes throttling. For existing customers, no additional fees are added and your request and document limits remain exactly the same. Your existing workflows continue as before, and you get more transparency and flexibility on top.

What's Changed:

  • From Seats to Scalable UoI Blocks - No more paying for unused seats. Purchase UoI capacity units and use them across your entire organisation
  • Predictable Consumption - 1 UoI = $0.01 USD. Simple, transparent, and easy to budget
  • Pay for Intelligence, Not Users - Your team can grow without AI costs growing linearly
  • Real-time Tracking - Monitor usage as it happens with detailed breakdowns by service type

Each subscription tier comes with monthly UoI allocations that reset each billing cycle. Need more? Simply add capacity units without changing plans.

📖 Documentation: Units of Intelligence

🔌 SSE MCP Server​

Connect Your AI Tools to ToothFairyAI​

We've released our Model Context Protocol (MCP) Server with Server-Side Events (SSE) support, making ToothFairyAI documentation and selected API tools available to major agentic coding solutions.

Note: Currently available for Australian organisations only. Not all SDK and API calls are supported yet - more capabilities will be added in the coming weeks.

Compatible With:

  • Claude Code - Anthropic's CLI for Claude
  • Gemini CLI - Google's command-line AI assistant
  • Claude Desktop - Desktop application integration
  • Any MCP-compatible client

What You Get:

  • Access to 47+ documentation pages directly in your coding environment
  • Search across all API endpoints (90+ endpoints across main, agents, and voice APIs)
  • Full-text search with instant results

Quick Setup for Claude Code:

claude mcp add toothfairy-docs "https://mcp.toothfairyai.com/sse" -t sse

🤖 Model Updates​

Minimax 2.1 Released​

Introducing Minimax 2.1 now available across all subscription tiers:

  • Strong Coding Support - Excellent performance across languages
  • General-Purpose Excellence - Capable across a wide range of tasks

GLM 4.7 Released​

Introducing GLM 4.7 from Zhipu AI:

  • Advanced Reasoning - Impressive logical thinking and problem-solving
  • Complex Analysis - Excels at analytical tasks

Both models are available immediately in your workspace model selector.

🎯 Enhanced Agentic Tooling​

Smarter Planning & Execution​

Our agentic capabilities have received significant upgrades focused on intelligence and reliability.

What's New:

  • Dynamic Planning vs One-Shot - Agents now intelligently decide whether to plan multi-step approaches or accomplish tasks in a single shot
  • Improved Steering - Better adherence to instructions over long sessions
  • Enhanced Predictability - More consistent behaviour across extended conversations
  • Better Context Management - Improved handling of multi-turn interactions

Complex queries get the structured planning they need, while simple tasks execute immediately without unnecessary overhead.

🎙️ Voice Agents​

Now Generally Available​

After a successful beta period, Voice Agents are now generally available for all Business and Enterprise subscriptions.

Features:

  • Real-time Speech Processing - Speech-to-text and text-to-speech
  • Multiple Voice Personas - Choose from various voices and languages
  • Seamless Integration - Works with your existing agents
  • Low-latency Responses - Natural conversational flow

🖥️ Linux Desktop Client​

Native Linux Support​

ToothFairyAI Desktop is now available for Linux users with native packages:

  • Debian/Ubuntu - .deb package
  • Fedora/RHEL/CentOS - .rpm package

Download from your workspace dashboard and enjoy the full desktop experience on Linux.

🌐 Website & Newsletter​

Fresh Look & Stay Updated​

We've made significant updates to our main website at toothfairyai.com with improved navigation and a fresh design.

Plus, we've launched our official newsletter - subscribe to stay updated on product releases, AI industry insights, and tips for getting the most out of ToothFairyAI.

✨ UI Improvements​

Polished Experience Across the Platform​

We've made several minor UI improvements throughout the platform - smoother interactions, cleaner layouts, and little touches that make a difference.

But honestly? Better if you just jump in and see for yourself 🧚‍♀️

📋 Summary​

This update includes:

  • UoI Pricing - Moved from seats to scalable Units of Intelligence blocks for consumption-based billing
  • MCP Server - SSE server for Claude Code, Gemini CLI, and other agentic coding tools
  • Models - Minimax 2.1 + GLM 4.7 available across all subscriptions
  • Agentic Tooling - Dynamic planning vs one-shot execution + improved steering over long sessions
  • Voice Agents - Now GA for Business and Enterprise subscriptions
  • Linux Desktop - Native .deb and .rpm packages released
  • Website - Refreshed design + newsletter launch
  • UI Improvements - Various polish and refinements across the platform

Thank you for using ToothFairy! We're constantly working to improve your experience. If you have any feedback or encounter any issues, please don't hesitate to reach out to our support team at support@toothfairyai.com.

Keep building magic with AI! 🧚‍♀️✨

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