FinanceToolkit vs Vibe-Research
FinanceToolkit is the more adopted project, with 5,452 GitHub stars against 2,792 for Vibe-Research (about 2.0x more). FinanceToolkit was updated more recently (today, against yesterday). FinanceToolkit is written in Python and Vibe-Research in TypeScript.
| FinanceToolkit | Vibe-Research | |
|---|---|---|
| Description | Transparent and Efficient Financial Analysis | Vibe-Research：A 股、美股、港股的投研工作台 · 自选与持仓、每日复盘、产业资讯、产业研究、个股深挖、回测、研报库，168 个数据端点。支持 Claude Code、Codex、WorkBuddy 订阅或任意模型 API。 | A research workbench for China A-shares, US and HK stocks. |
| Author | JerBouma | simonlin1212 |
| Stars | 5452 | 2792 |
| Language | Python | TypeScript |
| License | MIT | MIT |
| Last update | 2026-10-24T07:47:31Z | 2026-10-23T12:49:34Z |
| Source | https://github.com/JerBouma/FinanceToolkit | https://github.com/simonlin1212/Vibe-Research |
| Stars this week | +15 | n/a |
Which should you choose?
- FinanceToolkit describes itself as: "Transparent and Efficient Financial Analysis"
- Vibe-Research describes itself as: "Vibe-Research：A 股、美股、港股的投研工作台 · 自选与持仓、每日复盘、产业资讯、产业研究、个股深挖、回测、研报库，168 个数据端点。支持 Claude Code、Codex、WorkBuddy 订阅或任意模型 API。 | A research..."
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 Vibe-Research?
FinanceToolkit has more GitHub stars: 5,452 against 2,792. This week FinanceToolkit gained 15 stars and Vibe-Research gained 0, which says more about current momentum than the all-time total. Both figures are refreshed daily from GitHub.
Are FinanceToolkit and Vibe-Research open source?
FinanceToolkit: MIT (open source). Vibe-Research: MIT (open source). 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 Vibe-Research 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 · Vibe-Research details · All Finance & Crypto MCP servers
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.