Finance Toolkit is answering right now. Last checked 2 min ago. 8 277 installs a week from pypi. Last commit 18 Aug 2026.
200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
We read the source, 18 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
return pickle.loads(zlib.decompress(payload)) # noqa: S301
subprocess.call( # noqa
calculation = eval(formula_adjusted) # noqa
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.
claude mcp add financetoolkit --transport http https://financetoolkit.jeroenbouma.com/mcp
{
"mcpServers": {
"financetoolkit": {
"url": "https://financetoolkit.jeroenbouma.com/mcp"
}
}
}
[mcp_servers.financetoolkit]
url = "https://financetoolkit.jeroenbouma.com/mcp"
{
"mcpServers": {
"financetoolkit": {
"url": "https://financetoolkit.jeroenbouma.com/mcp"
}
}
}
{
"mcpServers": {
"financetoolkit": {
"url": "https://financetoolkit.jeroenbouma.com/mcp"
}
}
}
This one needs environment variables set before it will start:
FINANCIAL_MODELING_PREP_API_KEY (Financial Modeling Prep API key, get a key over at https://www.jeroenbouma.com/fmp).
The author declared them in the registry entry; get the values from the project itself.
This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://financetoolkit.jeroenbouma.com/mcp | streamable-http | sign-in | 190 ms | 2 min ago |
Financial statements, metrics, dividends, and price data for public companies.
SEC filings, financial statements, metrics, insider and institutional holdings as structured data
Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.
API monitoring from your editor. Checks the JSON your endpoints return, not just the status code.
Personal finance ledger: log expenses, track bills and cards, import statements.
Quantum-finance market metrics for AI agents, computed by the Black Belt Labs engine.
Transparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.
Test the voice agents you run: scored transcripts, pass/fail verdicts, latency and WER metrics.
Answers built from our own checks of this server.