Finance Toolkit MCP Server

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

Remote serverstreamable-httpPython

What is the Finance Toolkit MCP Server?

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

The short version

While browsing a variety of websites, I repeatedly observed significant fluctuations in the same financial metric among different sources. Similarly, the reported financial statements often didn't line up, and there was limited information on the methodology used to calculate each metric.

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Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
dateOpen

How to install the Finance Toolkit MCP Server

{
  "mcpServers": {
    "finance-toolkit": {
      "command": "uvx",
      "args": [
        "--from",
        "financetoolkit[mcp]",
        "financetoolkit-mcp"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "YOUR_FINANCIAL_MODELING_PREP_API_KEY"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

VariableDescriptionRequired
FINANCIAL_MODELING_PREP_API_KEYDeclared in the maintainer’s client configuration.Check documentation

Example prompts to try

  • “Use Finance Toolkit to Hosted.”
  • “Use Finance Toolkit to Local.”
  • “Use Finance Toolkit to Symbol.”

Frequently asked questions

200+ transparent financial metrics calculated from raw statements, not third-party endpoints. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.