Finance Toolkit

MCP server · by JerBouma

Developer Tools PythonStreamable HTTP v2.3.2

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

View source ↗ Generate config for multiple servers More servers

Install

Pin version registry version 2.3.2

Python
uvx financetoolkit

Python
uvx financetoolkit@2.3.2

Streamable HTTP
https://financetoolkit.jeroenbouma.com/mcp

Setup by client

Pick your client — the config below is generated for this server (both local and hosted-endpoint forms). Copy respects the “Pin version” switch above.

claude_desktop_config.json

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit@2.3.2"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

Remote (hosted) endpoint

https://financetoolkit.jeroenbouma.com/mcp

Claude Desktop: Settings → Connectors → Add custom connector, paste this URL.

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add --env FINANCIAL_MODELING_PREP_API_KEY=<YOUR_FINANCIAL_MODELING_PREP_API_KEY> --env FRED_API_KEY=<YOUR_FRED_API_KEY> financetoolkit -- uvx financetoolkit

claude mcp add --env FINANCIAL_MODELING_PREP_API_KEY=<YOUR_FINANCIAL_MODELING_PREP_API_KEY> --env FRED_API_KEY=<YOUR_FRED_API_KEY> financetoolkit -- uvx financetoolkit@2.3.2

terminal

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

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit@2.3.2"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

.cursor/mcp.json (hosted endpoint)

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

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

{
  "servers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit@2.3.2"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

.vscode/mcp.json (hosted endpoint)

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

Format verified against the official VS Code docs ↗.

mcp_config.json

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "financetoolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit@2.3.2"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "<YOUR_FINANCIAL_MODELING_PREP_API_KEY>",
        "FRED_API_KEY": "<YOUR_FRED_API_KEY>"
      }
    }
  }
}

mcp_config.json (hosted endpoint)

{
  "mcpServers": {
    "financetoolkit": {
      "serverUrl": "https://financetoolkit.jeroenbouma.com/mcp"
    }
  }
}

Format verified against the official Windsurf docs ↗.

Environment variables

Defined in the server's official registry manifest. Required secrets are shown as <YOUR_…> placeholders in the configs above.

FINANCIAL_MODELING_PREP_API_KEY required secret — Financial Modeling Prep API key, get a key over at https://www.jeroenbouma.com/fmp
FRED_API_KEY secret — Optional FRED API key unlocking a handful of US-only economic indicators, get a free key over at https://fred.stlouisfed.org/docs/api/api_key.html

GitHub

⭐ 5,428 stars · 最近更新于 30 天前 · MIT license

About this server

Distributed as Python, Streamable HTTP, listed under Developer Tools. Review our MCP security guide before granting access to real data.

Frequently asked questions

How do I install Finance Toolkit?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.

Is Finance Toolkit free to use?

The MCP server itself is free to install. The source is public on https://github.com/JerBouma/FinanceToolkit. Any third-party service it calls may require its own API key and account.

Which clients support Finance Toolkit?

Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.

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