FinanceToolkit vs BeeCount
FinanceToolkit is the more adopted project, with 5,452 GitHub stars against 2,633 for BeeCount (about 2.1x more). BeeCount was updated more recently (today, against today). FinanceToolkit is written in Python and BeeCount in Dart.
| FinanceToolkit | BeeCount | |
|---|---|---|
| Description | Transparent and Efficient Financial Analysis | 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 |
| Author | JerBouma | TNT-Likely |
| Stars | 5452 | 2633 |
| Language | Python | Dart |
| License | MIT | Other |
| Last update | 2026-10-24T07:47:31Z | 2026-10-24T07:54:52Z |
| Source | https://github.com/JerBouma/FinanceToolkit | https://github.com/TNT-Likely/BeeCount |
| Stars this week | +15 | n/a |
Which should you choose?
- FinanceToolkit describes itself as: "Transparent and Efficient Financial Analysis"
- BeeCount describes itself as: "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 +..."
Stars measure adoption, not fit. Read both READMEs for the tools each server exposes, then try them side by side in your client: the install guide shows how to add both.
Frequently asked questions
Which is more popular, FinanceToolkit or BeeCount?
FinanceToolkit has more GitHub stars: 5,452 against 2,633. This week FinanceToolkit gained 15 stars and BeeCount gained 0, which says more about current momentum than the all-time total. Both figures are refreshed daily from GitHub.
Are FinanceToolkit and BeeCount open source?
FinanceToolkit: MIT (open source). BeeCount: Other. An open-source license lets you run and self-host the server at no cost. If either one wraps a commercial API, that provider's pricing still applies, so read each README for the accounts and keys it needs.
Can I use FinanceToolkit and BeeCount together?
Yes, if both run as MCP servers. MCP clients such as Claude Code, Cursor and VS Code can connect to several servers at once, and the agent picks tools from each. Give them distinct names in your config, and keep the number of active servers small so tool definitions do not crowd the context window.
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FinanceToolkit details · BeeCount details · All Finance & Crypto MCP servers
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.