QuantDinger vs BeeCount
QuantDinger is the more adopted project, with 13,062 GitHub stars against 2,633 for BeeCount (about 5.0x more). BeeCount was updated more recently (today, against today). QuantDinger is written in Python and BeeCount in Dart.
| QuantDinger | BeeCount | |
|---|---|---|
| Description | Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto, stocks, and forex. Launch | 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 | OpenByteInc | TNT-Likely |
| Stars | 13062 | 2633 |
| Language | Python | Dart |
| License | Apache-2.0 | Other |
| Last update | 2026-10-24T03:47:32Z | 2026-10-24T07:54:52Z |
| Source | https://github.com/OpenByteInc/QuantDinger | https://github.com/TNT-Likely/BeeCount |
| Stars this week | +196 | n/a |
Which should you choose?
- QuantDinger describes itself as: "Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies..."
- 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, QuantDinger or BeeCount?
QuantDinger has more GitHub stars: 13,062 against 2,633. This week QuantDinger gained 196 stars and BeeCount gained 0, which says more about current momentum than the all-time total. Both figures are refreshed daily from GitHub.
Are QuantDinger and BeeCount open source?
QuantDinger: Apache-2.0 (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 QuantDinger 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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QuantDinger details · BeeCount details · All Finance & Crypto MCP servers
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.