Team AI: Agents & Local LLMs

Team AI: Agents & Local LLMs

Your unified MCP workspace

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  • Released
  • Updated
  • April 17, 2026
  • July 27, 2026

Features

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About

Toi 'n' Moi® Team AI is the ultimate multi-agent AI workspace for developers, tinkerers, and power users. Chat with the world's most powerful LLMs, orchestrate teams of custom AI agents, compare models side-by-side, generate and edit images, and unlock complete offline privacy through on-device inference — all in a beautiful, native experience on iPhone, iPad, and Mac. **RUN POWERFUL AI ON-DEVICE AND OFFLINE** Say goodbye to API limits and privacy concerns. Download and run real, desktop-class open-source models directly on your iPhone, iPad, and Mac. - Massive Built-in Catalog: 30+ curated, optimized GGUF models (up to 8GB). - Elite Models: Llama 3.1, Gemma 4, DeepSeek R1 and Coder V2, Qwen 2.5, Mistral Nemo, Phi-3, and more. - 100% Private and Free: Chats never leave your device. Zero API costs, zero tracking, fully offline. **MULTI-AGENT ORCHESTRATION** Create specialized agents and watch them debate, collaborate, and review each other's work in real-time group chats. - Instant Team Presets: 16 pre-configured expert agents. Launch a Startup Team, Code Review Panel, or Debate Club. - Custom Agent Builder: Custom system prompts, avatars, and model backends per agent. - Discussion Playbooks: 6 structured formats — Devil's Advocate, Six Thinking Hats, Red Team vs Blue Team, SWOT Analysis, Socratic Dialogue, and more. - Consensus Tracking and Voting: See where agents agree and disagree, then let them vote. - Reference Documents: Attach documents for agents to analyze through their professional lens. **AI MEMORY** Your AI remembers across conversations. On-device vector embeddings extract and store key facts with smart deduplication. - Memory Browser to search, pin, edit, and manage what your AI knows. - Memory Timeline visualizing how knowledge grows over time. - Per-agent memory scoping alongside shared cross-thread knowledge. - Cross-Chat Knowledge surfaces related context in new conversations. **AI IMAGE STUDIO** Generate and edit images without leaving your workspace, using on-device models or cloud providers. - Text-to-Image: Turn a prompt into an original image in seconds. - Image-to-Image Variations: Attach a source image and generate AI-powered variations. - On-Device Model Catalog: Download local diffusion models and generate images fully offline. - Cloud Providers: Connect Gemini or OpenAI image generation for max quality and speed. **MODEL COMPARISON** Compare two AI models head-to-head — send a prompt, see both responses side-by-side with speed metrics, and pick a winner. **CONVERSATION BRANCHING** Long-press any message to fork the conversation into an alternate timeline. **PROMPT LIBRARY AND WORKFLOW PIPELINES** Save your best prompts for reuse. Build sequential AI pipelines where each step's output feeds the next — automate extraction, analysis, and summarization. **CODE EXECUTION SANDBOX** AI writes and executes code directly in your chat, with results rendered inline. **MODEL CONTEXT PROTOCOL (MCP)** Connect your AI to external datasets, local filesystems via stdio, and live web data — complete control over your LLM's context and capabilities. **CLOUD AND MULTI-MODAL POWER** - Access Any Model: OpenAI, Anthropic, Gemini, OpenRouter, Groq, and custom providers. - Connect Local Servers: Plug into your desktop Ollama instance over Wi-Fi. - Multi-Modal Chat: Upload images, code files, and documents. - Usage Dashboard: Track cloud API costs with real-time token tracking and provider breakdowns. Whether debugging code, running models offline, generating images, or building custom agentic pipelines, Team AI is everything you need in one powerful app. Support URL: https://www.toinmoi-ai.com/contact Privacy Policy URL: https://www.toinmoi-ai.com/privacy-policy License Agreement: http://www.apple.com/legal/itunes/appstore/dev/stdeula
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What's New in Team AI

1.6.0

July 27, 2026

The biggest update since Knowledge Bases and Standing Agents — a new agent that acts, not just answers. NEW FEATURES • Autonomous Task Agents — Give an agent a goal instead of a fixed prompt, and it plans and executes its own sequence of tool calls to get there, re-planning after every result. Anything that writes data or has a real-world effect pauses for your explicit approval first, so you always see exactly what it's about to do before it happens. Generated images and spend are shown right in the run and tracked in Usage & Costs. Find it right next to Standing Agents. • Search Everything — A new search across chats, messages, agents, memories, and Knowledge Base documents at once. Opening a message result jumps straight to it in the conversation. • Standing Agents now tell you why — Agents show a "next run ≈" estimate, and if a scheduled run fails, you'll see why instead of just a stale "last ran" time. IMPROVEMENTS & FIXES • Hardened the streaming-response path against a rare crash reported by TestFlight testers. • Fixed a data race in model-list fetching that could occur when two screens looked up models at the same time. • Fixed Ollama tool-calling so multi-tool-call turns correctly match each result to the call it answers. • Fixed Remove Object and Colorize to no longer crash on very large photos, and no longer return a smaller image than the one you started with. • Fixed a download-cancel race that could leave a model download running after Cancel was tapped. • Fixed a Knowledge Base document counter that could drift after a failed re-import. • A broad pass over the app's typography and spacing for more visual consistency across every screen. Thanks for using Team AI! As always, we'd love to hear your feedback.

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