Ross ROSS = Recommend OSS · open-source software intelligence for agents

TNT-Likely/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 observed · 2026-08-28

github.com/TNT-Likely/BeeCount · homepage · Dart · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

80/100

  • Activity 99
  • Release rhythm 86
  • Longevity 25

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0.0
  • age_days: 362
  • days_rel: 16
  • days_push: 10
  • n_releases_24m: 141

Full methodology

Adoption not part of the score

2188 stars · 307 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

BeeCount is an open-source, local-first personal bookkeeping app for iOS, Android, and Web built with Flutter, offering multi-ledger, multi-account, budgeting, recurring transactions, and chart analytics. It syncs via self-hosted BeeCount Cloud, iCloud, Supabase, WebDAV, or S3, and includes AI/OCR/voice expense capture plus an MCP server for LLM-managed ledgers.

Use cases

  • track personal expenses offline with local-first storage
  • self-host a private expense tracker with cloud sync
  • record spending from payment screenshots with OCR
  • add transactions by voice or natural language chat
  • manage multiple ledgers and budgets across devices
  • query and edit my ledger through Claude or Cursor via MCP
  • share a household ledger with real-time sync
  • import Alipay or WeChat bill CSVs

When to choose

  • you want a free, ad-free, privacy-first bookkeeping app with data sovereignty
  • you need cross-device sync but want to self-host or use your own iCloud/WebDAV/S3 storage
  • you want AI-assisted capture via OCR, voice, or chat without paid subscriptions
  • you want to manage your ledger through an LLM client via MCP

When to avoid

  • you need business or double-entry accounting rather than personal finance
  • you require a permissive open-source license - it uses a Business Source License
  • you need desktop-native apps (Windows/macOS/Linux clients)
  • you depend on HarmonyOS support, which has been discontinued

Facets

application · maturity active

mobile-framework self-hosted mcp ocr speech-recognition data-visualization csv chatbot fintech privacy self-hosted mobile-development cross-platform developer-tools artificial-intelligence self-hosted cross-platform bookkeeping expense-tracker personal-finance local-first offline-first flutter supabase webdav icloud s3-sync privacy-first ai-accounting shared-ledger chinese android ios web-server docker

4 sources

Member repositories

RepositoryRoleHealth v2
TNT-Likely/BeeCountmain80

For agents

markdown · JSON · MCP: product_card(name="TNT-Likely/BeeCount")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem