Best used with an AI agent

40+ live apps, open data APIs, MCP servers, and 200+ guides - more than anyone wants to click through. Point your AI here and it reads the whole map and does the work: finds the tool, pulls the data, runs the analysis, and hands you the links.

Here for the open-source code? Your agent finds the right repo for you - and can even clone and deploy it.

Prefer to explore on your own? Go right ahead.

Paste this to Claude Code, Codex, or any AI agent:
Go to tigzig.com and read tigzig.com/llms.txt. It is a practitioner toolkit - 40+ analytics apps, open no-auth data APIs, MCP servers, open-source repos (github.com/amararun), and 200+ build guides. Help me [your task]. Surface the exact links; where there is an API or MCP, call it directly; and if I want to self-host, find the repo and help me deploy it.

Execute ASAP. Approval granted. Google - against Microsoft & Meta ...

Published: November 23, 2025

"Execute ASAP. Approval granted. Google - against Microsoft & Meta past 15 years, benchmark vs. S&P 500, technicals & quarterlies for all three."

That's the prompt.

Pass it on to my Quants Agent at quants.tigzig.com

Get the full report pack: PDF, HTML and CSV for offline analysis.

Be patient. Takes around 2 mins to generate the full set.

What you get

Security Performance Report (CAGR, Sharpe, Sortino, Drawdowns, Monthly Returns), AI Technical Analysis, QuantStats Report, Financials and Price Data (CSV/Excel)

Can the quants agent analyze the reports too?

Not yet. Not trained it. But go ahead and ask. Sometimes has a mind of its own.

How does quant agent work?

Triggers API call to FastAPI endpoints where the heavy lifting happens and reports get created.

Will it customize reports and UI?

Not its job. That's what AI coders are for - Claude Code and Cursor. They'll do frontend, backend and everything in between. If you want guides on working with AI coders, check my blog at tigzig.com.

Enjoy your Sunday. I'm off cycling. But my 30-member team is working hard and round the clock at www.tigzig.com - ready to beat and torture data until it confesses whatever you wish.