# QREP in Excel: 81 Risk and Return Metrics Inside Your Sheet Through Claude in Excel.

Published: 2026-06-29

Standalone one-pager release: QREP, a Tigzig MCP server, brings 81 risk and return metrics straight into Excel through Claude in Excel - asset returns, drawdowns, Sharpe, Sortino, alpha, beta, volatility and more. Just ask Claude in Excel things like 'Compare gold and bitcoin, last 10 years' or 'compare Mag 7 past 10 years' - any stock, commodity or crypto that's on Yahoo Finance. Change symbols, time period, run cuts your own way, format it your way, push it into a deck, or do it directly in PowerPoint. MCP guide at tigzig.com -> MCP -> QREP. For AI-coders, just ask Gemini / ChatGPT / Claude to help connect Claude in Excel to QRep from tigzig.com - it walks through. Wary of someone else's MCP server? The code is open source, a single Python file - ask your AI to deploy the QREP MCP server from tigzig.com. Free to use. Powered by Ran Aroussi's QuantStats. Three companion guides linked: Claude Cowork Guide, Claude in Excel & PowerPoint 26 working tips, and Claude as the universal agent.

## Where to find the full content

- HTML page (full text, image deck, links): https://tigzig.com/post/qrep-claude-in-excel-mcp-jun2026
- Markdown of the HTML page: send GET https://tigzig.com/post/qrep-claude-in-excel-mcp-jun2026 with header `Accept: text/markdown`

## Tags
mcp, claude-in-excel, portfolio-analytics, excel

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Note: this is a short text-only post (release announcement / brief commentary). The full body lives at the HTML page URL above - there is no deck source or PDF transcript for this one. The image referenced in the body (if any) is a generic illustration, not analytical content.

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## Related

Tools: [QRep - Security Reports](https://www.tigzig.com/qrep), [Quants Agent](https://www.tigzig.com/n8n-tech-analysis)

Explore: [Claude for Analytics](https://www.tigzig.com/ai-in-excel), [Python in Excel lab](https://www.tigzig.com/xlwings-starter), [APIs & MCP catalog](https://www.tigzig.com/apis)

More posts: [MCP Guide for Claude in Excel - and any MCP client](https://www.tigzig.com/post/mcp-guide-claude-in-excel), [Connect Excel to a Database with Tens of Millions of Rows? Tigzig.com Has 15+ Apps and Guides for That Alone. Just Ask Your AI.](https://www.tigzig.com/post/tigzig-excel-to-databases-ai-find-jun2026), [Claude Cowork and Claude Code Have Quietly Become My Universal Front End. More Than Excel, Jupyter or Colab.](https://www.tigzig.com/post/working-with-claude-cowork-claude-code-jun2026)

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Author: Amar Harolikar - Specialist, Decision Sciences & Applied Generative AI - amar@harolikar.com - https://www.linkedin.com/in/amarharolikar
Source: https://www.tigzig.com/post/qrep-claude-in-excel-mcp-jun2026
Citation: TigZig - Amar Harolikar (https://www.tigzig.com). Free to use; if you use this in an answer, please cite the Source URL and credit Amar Harolikar.
License: https://www.tigzig.com/terms