# Team AI: Agents & Local LLMs — Your unified MCP workspace > Your unified MCP workspace (iPhone/iPad app by Arun Asok.) - Source: https://appshunter.io/ios/app/team-ai-agents-and-local-llms/id6762234760 (this page in markdown: same URL + `.md`) - Developer: [Arun Asok](https://appshunter.io/developer/1799941809) - Category: Productivity, Developer Tools - Price: $9.99 - Age rating: 17+ - Requires: iOS 17.0 · 54 MB - Languages: American English - Released: 2026-04-17 - Data updated: 2026-08-01 - User reviews in markdown: https://appshunter.io/ios/app/team-ai-agents-and-local-llms/id6762234760/reviews.md ## What is Team AI? 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 ## Version history (last 5 releases) ### 1.6.0 — 2026-07-27 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. ### 1.5.1 — 2026-07-21 Memory improvements: - Fixed memory not saving new facts when chatting with on-device Apple Intelligence. - Memory Browser and Memory Map now correctly reflect fresh activity when you return to an older chat and keep talking. - New: choose a custom OpenAI-compatible embedding provider (e.g. Ollama) in Settings > Memory, with automatic model discovery. Image generation: - New: generate images using your own local Ollama connection, right inside Image Studio and chat. Fixes: - Copy and paste (press-and-hold) now works reliably across every text field, including Settings. - Standing Agents moved above New Group Discussion on the Agents tab for quicker access. - Fixed a data-loading issue affecting some builds. - Fixed a crash that could occur when generating certain gradient or abstract images in Image Studio. - Fixed a crash that could occur when generating a group discussion summary report. - Fixed an issue where choosing a custom embedding provider while creating a new Knowledge Base did not reliably save. - Fixed a rare issue on iPad where starting a new chat could show a blank screen instead of the chat view. - Fixed a rare data migration issue that could affect saved memories when upgrading from an older version of the app. ### 1.4.0 — 2026-07-18 What's New in Version 1.4.0 Our biggest update yet — a whole new set of on-device, privacy-first tools that make Team AI far more capable, with no subscription and nothing to sign up for. NEW FEATURES Knowledge Bases — Chat with your own documents. Add PDFs, text, and Markdown files to a Knowledge Base, then attach it to any chat from its options. Everything is embedded and searched entirely on-device, so your documents never leave your iPhone. Standing Agents — Put an agent on a schedule. Set one up to run on its own (like a daily briefing or a weekly check-in) and have its latest results waiting for you. Roundtable Listen — Hear a group discussion read aloud, with a distinct voice for each agent, so you can follow a multi-agent debate hands-free. Weekly Memory Digest — A private "What I've learned about you" recap, distilled on-device and refreshed about once a week. One-Tap Boost — Not happy with an answer? Boost it, and the model will critique and refine its own response in a single tap. AI Judge for Model Comparison — Compare two models side by side and let an AI judge score which did better. MCP Server Directory — Browse and add Model Context Protocol servers from a built-in, one-tap directory. IMPROVEMENTS & FIXES Decision Records — Key decisions from group discussions are saved as durable memories. Image Recipes — Apply chained image-editing steps to any image in one tap. Monthly Spend Budget — Set a budget and track usage in Usage & Costs. Sharper on-device memory search using Apple's contextual embeddings. A refreshed, more professional look throughout. Numerous bug fixes and stability improvements. Thanks for using Team AI! As always, we'd love to hear your feedback. ### 1.3.4 — 2026-07-11 What's New in Version 1.3.4 NEW FEATURES • True Image-to-Image Generation — Attach an existing image when generating in Image Studio or right from a chat, and use it (with an adjustable strength slider) to guide the result instead of starting from a blank prompt. A new "Generate Variation" action on any image in your history opens the composer with that image pre-attached. • iCloud Sync — Your chats, agents, and memories now sync privately across your devices via iCloud. • More On-Device Models — Added Qwen 2.5 Coder 1.5B, a lightweight coding model that runs on older iPhones; xLAM 2 8B, a dedicated function-calling/tool-use model; and a Neural-Engine-optimized variant of Stable Diffusion 1.5 for faster on-device image generation. IMPROVEMENTS & FIXES • Haptic feedback added throughout Image Studio, agent editing, memory management, and Settings, so saves, deletes, and generations all feel more responsive. • Redesigned Usage & Costs with a clearer summary card, per-provider and per-model breakdowns, and more accurate cost estimates. • Fixed a bug where Siri Shortcuts could resolve the wrong provider or model. • Fixed a rare issue that could prevent the app from opening on first launch after a device reboot. • Fixed Image Studio's edit menu overflowing on some screens; added delete-all and cancel-generation actions. Thanks for using Team AI! As always, we'd love to hear your feedback. ### 1.3.3 — 2026-07-07 What's New in Version 1.3.3 NEW FEATURES • Image Studio — A dedicated tab for generating images, right between Chats and Agents. Pick a provider — on-device Stable Diffusion, Gemini, OpenAI, or your own local Ollama/LiteLLM server — choose a model, describe what you want, and generate. Every image you create is saved privately on your device and shown as browsable history, with save-to-Photos, share, and delete built in. • Generate Images From Any Chat — A new sparkles button next to the message input opens the same provider/model picker without leaving your conversation, so a generated image attaches directly to what you're saying — including from your own local Ollama/LiteLLM server. • Local Ollama & LiteLLM Image Generation — Point Image Studio at your own local Ollama or LiteLLM server for image generation, with the same negative prompt, steps, and seed controls as our other advanced providers. • On-Device Image Generation — Download real Core ML Stable Diffusion models (Stable Diffusion 2.1, Stable Diffusion XL, RealVisXL V5.0, and the single-step SD-Turbo) in Settings → Local Image Models and generate images with zero internet connection and no API key. • Five New On-Device Photo Tools — Upscale, Colorize, Remove Object, Restore Faces, and Deblur are now available on any image in Image Studio's history, whether you generated it or imported it from your Photo Library. All five run entirely on your device using a new on-device machine learning engine — nothing is uploaded anywhere. • Import From Photos — Bring any photo from your library straight into Image Studio to apply the new photo tools, or just build up your history alongside your generated images. • Smarter Local Model Compatibility — Settings → Local Models and → Local Image Models now show whether each model actually fits your specific device's memory, instead of a generic device-name guess. Both catalogs are also grouped by category so it's easy to scan. • More Local Models — Added SmolLM3 3B, Qwen 3.5 4B, Qwen 3.5 9B, and Gemma 4 12B to the on-device text model catalog. IMPROVEMENTS & FIXES • Fixed a bug where chat and group chat sessions using a local Ollama/LiteLLM server could silently pick the wrong model instead of the one you configured. • Fixed a bug where branching a group discussion into a new conversation could lose your custom provider settings. • Fixed a bug where stopping a response mid-generation could discard what had already been written instead of keeping it. • Image generation and photo tools now run smoothly in the background instead of momentarily freezing the app. • Moved "New Chat" to the top-right of the Chats tab, with a more compact inline header. • Fixed a bug where saving an image to Photos could silently fail to prompt for permission. • Updated the in-app App Guide and Tips & Features screens to cover Image Studio, on-device image generation, and the new photo tools. Thanks for using Team AI! As always, we'd love to hear your feedback. ## More apps by Arun Asok - [Toi ‘n’ Moi ®](https://appshunter.io/ios/app/toi-n-moi/id6742784818) - [Toi 'n' Moi® Rota Management](https://appshunter.io/ios/app/toi-n-moi-rota-management/id6757943539) - [Toi 'n' Moi® Proof It: Secure](https://appshunter.io/ios/app/toi-n-moi-proof-it-secure/id6758109166) - [Toi 'n' Moi® FactCheck Pro](https://appshunter.io/ios/app/toi-n-moi-factcheck-pro/id6758457136) - [Newborn Tracker](https://appshunter.io/ios/app/newborn-tracker/id6761395534) All apps by Arun Asok: https://appshunter.io/developer/1799941809 --- *Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-01.*