Financial Model Engineering — Python code compiles to live Excel formulas
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Updated
Sep 25, 2026 - Python
Financial Model Engineering — Python code compiles to live Excel formulas
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The always-on financial companion for founders
Open-source MCP server connecting Claude AI to Oracle EPM Cloud via REST APIs. Run business rules, export data, and automate month-end close through natural language. Full tutorials and articles at fmepm.com. Built by Fred Mamadjanov, Oracle ACE Pro.
The FP&A toolbelt for AI coding agents. Claude Code or Codex does the thinking; openfpa gives it a tested finance kernel, durable company memory, and a Karpathy inspired research loop that improves forecasts against your actuals. By Guiderail and Jeff Brines.
Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own financials on your own warehouse, not market data. Open core of Précis. (metric engine · ClickHouse · OIDC · Docker)
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经营管理导向财务分析看板:用 Python 将财务报表与业务明细转化为可离线运行的 FP&A 管理驾驶舱,含风险检测、杜邦分析、营运资本、利润中心与投资敏感性分析。
Top Scenario Planning Platform (Opensource) 🌟 Star if you like it! 🌟
Finance data & AI portfolio: tested dbt models (variance + GPU cost attribution) on DuckDB, Airflow/Cosmos orchestration, a guardrailed Anthropic-SDK variance agent, and a live case-study site. CI-validated, synthetic data.
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Curated recipes (prompts and patterns) for financial work with AI agents. We share the recipe, not the black box.
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Treasury-grade liquidity forecasting and Monte Carlo stress testing engine for scenario-based cash flow risk analysis.
A -2.76% Variance in Income Actuals ($6.91M). A 7.67% Savings in Expense Actuals through efficient budget management. Visual Risk Assessment for five unique project IDs using conditional formatting.
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