mcpbeat

Finance Toolkit MCP Server

io.github.JerBouma/financetoolkit
answering

Finance Toolkit is answering right now. Last checked 5 min ago. 9 437 installs a week from pypi. Last commit 15 Jul 2026.

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

Installs per day peak 3 273 · avg 1 758 · +26% w/w
a month agotoday
Uptime history 41 hours of history · worst hour 75%
41 hours agonow
98.9%
Uptime 24h
90 of 91 checks
—
Tools
hidden behind auth
162 ms
Response time
average over 24h
9 437
Installs / week
npm and PyPI

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

run in your terminal
claude mcp add financetoolkit --transport http https://financetoolkit.jeroenbouma.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "financetoolkit": {
      "url": "https://financetoolkit.jeroenbouma.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.financetoolkit]
url = "https://financetoolkit.jeroenbouma.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "financetoolkit": {
      "url": "https://financetoolkit.jeroenbouma.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "financetoolkit": {
      "url": "https://financetoolkit.jeroenbouma.com/mcp"
    }
  }
}

This endpoint answered with an authorization challenge — the server is running, but you need an API key or OAuth to use it.

Endpoints

URLTransportStateLatencyChecked
https://financetoolkit.jeroenbouma.com/mcp streamable-http needs key 176 ms 5 min ago

Finance Toolkit — questions

Answers built from our own checks of this server.

Why is there no tool list for Finance Toolkit?
The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 98.9% of checks in the last 24 hours got a reply.
Is Finance Toolkit working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 90 of 91 checks got a reply (98.9%), average response time 162 ms. The bar chart above shows every period we have measured.
How do I connect Finance Toolkit?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own key or an OAuth login: it refuses anonymous clients.
Does Finance Toolkit need an API key?
Yes. Every time we knock, Finance Toolkit answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Finance Toolkit?
It answers our handshake in 162 ms on average, which is faster than 71% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use Finance Toolkit?
The pypi package financetoolkit was installed 9 437 times in the last week. Week over week that is +26%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Finance Toolkit open source?
Yes — it is published under the MIT licence, written in Python, 5 186 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.