Finance Toolkit
latest · 2.1.2200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
- GitHub
- JerBouma/FinanceToolkit
- PyPI
- financetoolkit
- MCP registry
- io.github.jerbouma/financetoolkit
Install
Needs an env var: FINANCIAL_MODELING_PREP_API_KEY — replace the <placeholders> with your values.
claude mcp add io-github-jerbouma-financetoolkit --env FINANCIAL_MODELING_PREP_API_KEY=<FINANCIAL_MODELING_PREP_API_KEY> -- uvx financetoolkit/mcp confirms it's connected.
Or add it manually in ~/.cursor/mcp.json:
{
"mcpServers": {
"io-github-jerbouma-financetoolkit": {
"command": "uvx",
"args": [
"financetoolkit"
],
"env": {
"FINANCIAL_MODELING_PREP_API_KEY": "<FINANCIAL_MODELING_PREP_API_KEY>"
}
}
}
}In claude_desktop_config.json (Settings → Developer → Edit Config), then restart:
{
"mcpServers": {
"io-github-jerbouma-financetoolkit": {
"command": "uvx",
"args": [
"financetoolkit"
],
"env": {
"FINANCIAL_MODELING_PREP_API_KEY": "<FINANCIAL_MODELING_PREP_API_KEY>"
}
}
}
}Config entry, any MCP client:
{
"command": "uvx",
"args": [
"financetoolkit"
],
"env": {
"FINANCIAL_MODELING_PREP_API_KEY": "<FINANCIAL_MODELING_PREP_API_KEY>"
}
}Community score
from web signals · no reviews yet · 3 mentions · 3 reactions (community v3)
- Mentions (reaction sentiment)100/100 · 12% of the weight
- Web signals (ecosystem baseline)63/100 · 88% of the weight
No reviews yet — be the first.
What the web says
Objective public usage & activity (formula v3) — the community score's web-signals input, and its own sort.
- GitHub stars · 17 days ago
- ★ 5.4K
- Contributors · 23 days ago
- 10
- Last commit · 17 days ago
- today
- Issue close rate · 17 days ago
- 97%
- Release cadence · 17 days ago
- about every 24 days
- Latest release · 17 days ago
- v2.2.0
- License · 17 days ago
- MIT
- PyPI downloads · 23 days ago
- 6.7K / week ↗
- Glama · 6 days ago
- Listed · Glama quality score 3.4 ↗
Quotes8
- Work with First, Second and Third Order Greeks Through the Finance Toolkit ↗
- Show HN: Every site gives a different P/E ratio, so I open-sourced the math ↗
Microsoft's P/E on May 6, 2023: Stockopedia says 28.93, Morningstar 32.05, Macrotrends 32.66, Yahoo Finance 33.80, Companies Market Cap 34.4. Same company, same date, eight different numbers. The usual causes: trailing-twelve-mont…
- [IMPROVE] Fix trailing calculation for ratios in income statement ↗
What's the feature that should be improved? The trailing calculation of income statement here Describe how you would like the feature improved Income statement contains the following ratios: Gross Profit Ratio EBITDA Ratio Operating Income …
- FinanceToolkit v2.2.0 ↗
This is the largest release to date. The headline addition is a brand new Econometrics module (toolkit.econometrics) — 48 methods covering regression, panel data, causal inference, unit root/cointegration testing, Granger causality, diagnos…
- FinanceToolkit v2.0.3 ↗
With the 2.0.3 release of the Finance Toolkit, I've added in proper support for Yahoo Finance (through yfinance) which serves as a fallback system when data from Financial Modeling Prep is not available. This makes it possible to do any of …
- Get Financial Data of 345 Companies Within 40 Seconds with the FinanceToolkit ↗
- Factor Investing now available within the Finance Toolkit for FREE ↗
- Making Financial Calculations Transparent and Efficient with the Finance Toolkit ↗
No liveness or verification signals yet.
Version history1
- 2.1.2release date unknown
Details
- Transport
- stdio
- Status
- listed
- Source
- Imported from the MCP registry
- Repository
- source ↗