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Finance Toolkit

Finance Toolkit is an MCP server that adds finance tools to AI assistants such as Claude Desktop, Claude Code and Cursor. 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. It has 5,462 GitHub stars, is released under the MIT license and runs locally with uvx financetoolkit.

github.com/JerBouma/FinanceToolkit (opens in a new tab)

Data as of from the GitHub API and the official MCP registry; description from the project's repository. Report an error

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Install Finance Toolkit

Generated from the server's MCP registry entry. Replace your-value with your own values.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "finance-toolkit": {
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "your-value"
      }
    }
  }
}

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

Claude Code

claude mcp add --env FINANCIAL_MODELING_PREP_API_KEY=your-value --transport stdio finance-toolkit -- uvx financetoolkit

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "finance-toolkit": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "your-value"
      }
    }
  }
}

Project file; use ~/.cursor/mcp.json to enable it in every project.

VS Code

.vscode/mcp.json
{
  "inputs": [
    {
      "type": "promptString",
      "id": "financial_modeling_prep_api_key",
      "description": "FINANCIAL_MODELING_PREP_API_KEY",
      "password": true
    }
  ],
  "servers": {
    "finance-toolkit": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "financetoolkit"
      ],
      "env": {
        "FINANCIAL_MODELING_PREP_API_KEY": "${input:financial_modeling_prep_api_key}"
      }
    }
  }
}

Claude Code (remote)

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

The same server is also hosted as a remote MCP endpoint, so nothing runs on your machine.

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

Environment variables

Variables the server reads at startup.

NameRequiredDescription
FINANCIAL_MODELING_PREP_API_KEYsecretYesFinancial Modeling Prep API key, get a key over at https://www.jeroenbouma.com/fmp

About Finance Toolkit

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.

  • financial-statements
  • stock-data
  • fundamental-analysis
  • fundamentals
  • sector-analysis
  • finance
  • equities
  • financial-analysis
  • market-data
  • performance-analysis

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FAQ

Finance Toolkit FAQ

Still curious? Email info@appsgit.com.

How do I install the Finance Toolkit MCP server?

Add the command uvx financetoolkit to your MCP client: put it in claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or add it to .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). The snippets on this page are ready to paste.

Is Finance Toolkit free?

The server is open source under the MIT license, so running it is free. It needs credentials (FINANCIAL_MODELING_PREP_API_KEY) for the service it connects to, which may require a paid account.

Is Finance Toolkit actively maintained?

The most recent commit was on Oct 25, 2026. The latest release is v2.3.0, published Oct 25, 2026. appsgit only lists MCP servers with a commit in the last six months.