The
Flutter-powered AI app builder Category AI & Machine Learning
Top AI & Machine Learning packages by yearly commits
TensorFlow Lite, computer vision, on-device ML, and LLM/AI API clients
Ranks repos by total commits over the past 52 weeks. Activity, not quality. A finished library may rank low. A thrashing one may rank high.
Packages need a public GitHub repo, at least 50 commits in the past 52 weeks, and at least 100 downloads a day. Monorepo siblings collapse to the highest-downloaded package.
dartantic_ai first shipped 1 year ago. Ranks #7 in AI & Machine Learning by commit activity, #87 by daily downloads in the same category.
| Rank | Package | Description | Commits / yr | Last commit | Downloads / day | Stars |
|---|---|---|---|---|---|---|
| #1 | 🇺🇸 community.ag-ui.com | Dart SDK for AG-UI protocol - standardizing agent-user interactions through event-based communication | 4K | 9d ago | 467 | ★ 16.5K |
| #2 | Reusable LLM provider adapters for Fa and related projects. Pure Dart core: OpenAI-compatible, OpenRouter, Ollama, and configuration. | 2.5K | 11d ago | 1K | ★ 70 | |
| #3 | 🇩🇪 sashadenisov.dev | Moved to flutter_edge_ai. This is the final release under the name flutter_gemma; new versions ship as flutter_edge_ai, part of Flutter Edge AI. | 1.1K | 2d ago | 2K | ★ 641 |
| #4 | 🇨🇦 leehack.com | Dart and Flutter local LLM inference with llama.cpp GGUF and LiteRT-LM across native platforms and web. | 753 | 24d ago | 478 | ★ 75 |
| #5 | Speech recognition, speech synthesis, and speaker recognition using next-gen Kaldi with onnxruntime without Internet connection.
| 694 | 26d ago | 2.4K | ★ 15K | |
| #6 | Give your AI Agent eyes and hands inside your Flutter app. | 519 | 1mo ago | 453 | ★ 391 | |
| #7 | 🇺🇸 sellsbrothers.com | Dartantic is an agentic framework designed to make building client and server-side apps in Dart with generative AI easier and more fun!
| 493 | 3mo ago | 137 | ★ 93 |
| #8 | 🇺🇸 genkit.dev | Genkit Dart package, a Generative AI library for pure Dart client/server and Flutter apps. | 469 | 3d ago | 1.2K | ★ 170 |
| #9 | 🇪🇸 davidmiguel.com | Dart client for the OpenAI REST APIs and realtime WebSocket/WebRTC workflows with type-safe access to GPT, image, audio, and Responses APIs. | 425 | 1mo ago | 1.4K | ★ 25 |
| #10 | 🇺🇸 labs.flutter.dev | A set of primitives for working with generative AI. | 351 | 16d ago | 2.2K | ★ 1.8K |
| #11 | 🇨🇦 leehack.com | Dart and Flutter SDK for building Model Context Protocol (MCP) servers, clients, hosts, and AI tools. | 340 | 27d ago | 7.2K | ★ 114 |
| #12 | 🇨🇴 leancode.co | Flutter extensions for AI agent interaction via MCP — lets Claude, Copilot, and Cursor tap, scroll, type, and screenshot your app. | 290 | 24d ago | 6.8K | ★ 464 |
| #13 | 🇺🇸 labs.dart.dev | The Google Cloud client library for the Generative Language API. | 208 | 4d ago | 244 | ★ 23 |
| #14 | 🇨🇦 picovoice.ai | A Flutter plugin for Picovoice's Porcupine offline wake word engine. | 168 | 1mo ago | 166 | ★ 4.9K |
| #15 | 🇨🇦 hugo.ml | Advanced face & landmark detection, embedding and segmentation using on-device LiteRT (formerly TensorFlow Lite) models. | 159 | 23d ago | 146 | ★ 25 |
| #16 | 🇺🇸 ultralytics.com | Flutter plugin for Ultralytics YOLO computer vision models. | 159 | 21d ago | 133 | ★ 498 |
| #17 | 🇺🇸 genkit.dev | Dotprompt for Dart: parse and render .prompt files (YAML frontmatter + Handlebars templates) for Generative AI. | 158 | 13d ago | 1.2K | ★ 570 |
| #18 | gsmlg.dev | App-facing Flutter plugin facade and inference isolate scheduler for llama.cpp. | 157 | 3mo ago | 776 | ★ 0 |
| #19 | Dart memory library (questions, answers, notes, people) with LLM-powered analysis and CLI integration. | 152 | 21d ago | 1.2K | ★ 2 | |
| #20 | The official SDK for Luciq, the Agentic Observability Platform for Mobile. Use AI agents to resolve issues faster and empower your team to focus on building what matters. | 148 | 28d ago | 291 | ★ 3 | |
| #21 | Dart binding for llama.cpp --- high level wrappers for both Dart and Flutter | 148 | 2mo ago | 112 | ★ 307 | |
| #22 | 🇨🇦 hugo.ml | Pose, person and landmark detection using on-device LiteRT (formerly TensorFlow Lite) models. | 130 | 23d ago | 103 | ★ 8 |
| #23 | 🇮🇹 vezz.io | On-device AI for Flutter: Apple Foundation Models, Android Gemini Nano, Windows AI Foundry, Chrome Prompt API. Text, streaming, tool calling, JSON schemas, genUI specs. | 122 | 5d ago | 198 | ★ 49 |
| #24 | 🇨🇦 hugo.ml | LiteRT (formerly TensorFlow Lite) Flutter plugin. Drop-in on-device ML inference with bundled native libraries for supported native platforms and web runtimes. | 116 | 6d ago | 486 | ★ 20 |
| #25 | 🇺🇸 sqlite.ai | SQLite Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database. It works seamlessly on iOS, Android, Windows, Linux, and macOS, using just 30MB of memory by default. With support for Float32, Float16, BFloat16, Int8, UInt8 and 1Bit, and highly optimized distance functions, it's the ideal solution for Edge AI applications.
| 114 | 1mo ago | 189 | ★ 1.2K |
| #26 | 🇺🇸 masic.ai | A lightweight plugin that provides native wrappers for running ONNX Runtime on multiple platforms | 107 | 12d ago | 1K | ★ 67 |
| #27 | Run GGUF models on Android with llama.cpp - MIT licensed, Android-only Flutter plugin | 79 | 3mo ago | 142 | ★ 25 |