Fluent

Key Features

• •Smart Panel with Context Awareness: The Smart Panel captures selection, clipboard, or window content to provide precise, context-aware AI responses in any macOS app, eliminating the need to copy and paste.
• •Customizable Actions with Shortcuts: Users can create and assign custom actions (e.g., fix grammar, change tone) with specific prompts and AI models, triggered via global shortcuts or from the Smart Panel.
• •Chat with Documents and Pictures: Fluent allows direct interaction with files—upload documents or images and ask questions, summarize, or extract information without leaving your workflow.
• •Local AI Model Support: For maximum privacy, run AI models locally via Apple Intelligence, MLX, or any OpenAI-compatible provider like Ollama and LM Studio, fully offline.
• •MCP Integration: Connect to 12 built-in integrations (Finder, Calendar, Reminders) and over 16,000 external MCP servers, plus create custom tools for tailored AI responses.
• •Memory (RAG) and Council: Fluent's memory feature uses retrieval-augmented generation for persistent context, while Council sends prompts to multiple models for AI peer review to improve output quality.
• •Prompt Refiner and Dynamic Variables: The Prompt Refiner helps craft effective prompts, and dynamic variables insert real-time data like date or clipboard content into actions for smarter automation.

Use Cases

• •A data scientist can summarize lengthy research papers from a browser and draft email summaries within the same app, using Fluent's Smart Panel to avoid context switching.
• •A musician can refine promotional copy or translate lyrics directly from Notes or Pages, preserving original formatting and tone with customizable actions.
• •Software engineers use Fluent to generate commit messages, explain code snippets, or brainstorm documentation while staying in their IDE, with instant context awareness.
• •An entrepreneur can quickly rewrite sales emails to match a specific tone, compare multiple AI model outputs with the Council feature, and insert the best version with one click.
• •A student or researcher can chat with uploaded PDFs or images, asking for summaries or key takeaways, without opening a separate AI chat interface.
• •A customer support agent can use Fluent to generate polite, accurate responses to tickets in Mail or Teams, using actions that automatically pull customer information from the window context.

Who is this for?

Fluent is built for professionals who write extensively on macOS and want AI assistance integrated into their workflow without sacrificing privacy. Target users include software engineers, data scientists, editors-in-chief, musicians, entrepreneurs, directors of engineering, and content creators. It also suits students, researchers, and customer support agents who need to draft, refine, or translate content frequently. Anyone who values a one-time purchase, lifetime upgrades, and the ability to bring their own AI models or run local models will find Fluent ideal. It's especially useful for those who want AI to work inside every Mac app—from browsers and email clients to text editors and project management tools—with customizable shortcuts and actions.