Add AI to your Flutter app with BeeCount

Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · AI 记账 · MCP.

CategoryAI/ML
Stars★ 1,936
Last update2026-07-14
PriorityMedium

BeeCount is an open-source AI/ML toolkit for Flutter mobile app development, with 1,936★ on GitHub and last updated on 2026-07-14. This guide covers what BeeCount does, why it matters in 2026, how to add it to your project, when to reach for it, and how it compares to the alternatives — plus a quick FAQ.

What is BeeCount?

Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · AI 记账 · MCP. It focuses on bringing on-device or cloud AI features into a Flutter app. The project lives at TNT-Likely/BeeCount and is maintained by TNT-Likely.

Why BeeCount is worth knowing in 2026

BeeCount carries 1,936 GitHub stars, 267 forks, 77 open issues. It has been around since 2025, and is actively maintained (updated within the last month). For a AI/ML option, that combination of adoption and upkeep usually means a healthy community, production usage, and plenty of examples to learn from — the things that make a dependency safe to build on.

Installing BeeCount

Add the package to your pubspec.yaml:

dependencies:
  BeeCount: ^latest

Then fetch it and import it in your Dart code:

flutter pub get
import 'package:beecount/beecount.dart';

Check the package’s example/ directory and its GitHub repo for the exact API — BeeCount is versioned there with full docs so you always integrate against the current release.

When should you use BeeCount?

Reach for BeeCount when:

  • you’re adding a chatbot, assistant, or generative feature
  • you need on-device inference for privacy or offline use
  • you’re wiring an LLM or ML model into a mobile app

It’s especially relevant if your project touches accounting, ai, android, bookkeeping, chinese, expense-tracker.

BeeCount vs. the alternatives

If you’re weighing options in the AI/ML space, these are the other projects developers most often compare BeeCount against:

There’s no single winner — the right pick depends on your app’s size, your team’s familiarity, and your performance budget. Browse the full AI/ML collection to compare them side by side.

Frequently asked questions

Is BeeCount free to use?

Yes. BeeCount is open source and free to use in your Flutter projects. You can view the source, report issues, and contribute on GitHub.

Does BeeCount work on both iOS and Android?

BeeCount is built for Flutter, so it targets iOS and Android from a single codebase, and typically web and desktop too depending on the project’s platform support.

As of 2026, BeeCount has around 1,936 stars and 267 forks on GitHub, which puts it among the more widely used options in the AI/ML space.

What are good alternatives to BeeCount?

Popular alternatives in the AI/ML category include appflowy, appwrite, some-many-books. The best choice depends on your app’s size, team, and performance needs.

Resources & links

Part of FlutterCook — 500 hands-on guides to the best open-source Flutter libraries, UI kits, and apps. Explore the live GitHub trends or browse YouTube guides.

#accounting#ai#android#bookkeeping#chinese#expense-tracker