Finance Toolkit is a Model Context Protocol (MCP) server: 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. In practice that means any MCP-compatible AI assistant can call Finance Toolkit's tools directly — the model decides when to use them in a conversation or agent run.
You can run Finance Toolkit two ways: connect to the hosted endpoint at https://financetoolkit.jeroenbouma.com/mcp with no local install, or run it on your own machine via the Python package financetoolkit (via uvx). Configuration happens through environment variables — you'll need FINANCIAL_MODELING_PREP_API_KEY. The current release is v2.1.2, published under the MIT license, with source at JerBouma/FinanceToolkit on GitHub, where it has earned 5.3k stars.
Finance Toolkit is listed under Finance on mcp.site and works with any MCP client — Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed and the rest of the ecosystem — using the install snippets below. If you maintain Finance Toolkit for JerBouma, claim this listing to verify ownership, earn the Verified badge, and keep the details current.
