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Finance Toolkit

remote (hosted) MCP server

Finance Toolkit is a remote (hosted) MCP server: 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. Connect any MCP client to https://financetoolkit.jeroenbouma.com/mcp.

Installation

Terminal

claude mcp add --transport http financetoolkit https://financetoolkit.jeroenbouma.com/mcp

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop

Open Settings → Connectors → Add custom connector, then paste https://financetoolkit.jeroenbouma.com/mcp.

Cursor & other clients

Add to .cursor/mcp.json or your client's MCP config.

{
  "mcpServers": {
    "financetoolkit": {
      "type": "http",
      "url": "https://financetoolkit.jeroenbouma.com/mcp"
    }
  }
}

What you need

  • Runtime: Nothing, it's hosted.
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over streamable HTTP.
  • Environment variables: FINANCIAL_MODELING_PREP_API_KEY

Summary

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

Finance Toolkit vs similar servers

ServerStarsTypeAPI keyRuntime
Finance Toolkit5,388HostedYesNone
Financial Modeling Prep (fmpsdk)214LocalYespypi
jjlabsio-korea-stock-mcp177HostedYesNone
Financial Modeling Prep MCP Server149LocalYesnpm
Netdata81KHostedYesNone

Questions

It reads one environment variable: FINANCIAL_MODELING_PREP_API_KEY. Set them in your MCP config before starting the server.

Only an MCP client such as Claude Code, Codex, Claude Desktop or Cursor. Finance Toolkit is hosted, so there is nothing to install.

Finance Toolkit is a remote (hosted) MCP server served at https://financetoolkit.jeroenbouma.com/mcp.

Run: claude mcp add --transport http financetoolkit https://financetoolkit.jeroenbouma.com/mcp

Run: codex mcp add financetoolkit --url https://financetoolkit.jeroenbouma.com/mcp

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NameStars
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