AI Plugin IndexPreReason vs Finance Toolkit
PreReason and Finance Toolkit are both finance MCP servers. Finance Toolkit scores higher (94 vs 82 out of 100). Finance Toolkit has more GitHub stars (5.4k), and Finance Toolkit was updated more recently (3 days ago). The table compares them side by side.
| PreReason | Finance Toolkit | |
|---|---|---|
| Score | 82 / 100 | 94 / 100 |
| What it does | Financial market context for AI agents: macro, rates, bonds, FX, commodities, companies and Bitcoin. | 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. |
| Publisher | Verified: prereason.com | Community: JerBouma |
| Grades | Maintenance A, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 165 | Not on npm |
| Runs | Local and remote | Local and remote |
| Works with | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf |
| GitHub stars | 8 | 5,442 |
| Last commit | 18 Oct 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 19 Oct 2026 | 19 Oct 2026 |
| Install PreReason | Install Finance Toolkit |
Questions
Is PreReason or Finance Toolkit more popular?
Finance Toolkit has more GitHub stars: 5,442.
Can I use PreReason and Finance Toolkit together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.