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.

Security Performance Report for Investors. AI Quant Agent. Live. Open Source. Free.

Published: September 1, 2025

Analysis generated by the Quants Agent, one of my open-source tools. The agent was instructed to run a full SPR on these securities.

Key outputs from the report:

Risk/Reward Visuals: CAGR vs. Max Drawdown, plus Sharpe/Sortino ratios.

Performance Tables: Full metrics including Return, Drawdown Durations, and my Anxiety Index.

Returns: Cumulative returns, interactive charts, monthly returns

Drawdown Analysis: Details on the 7 worst drawdown periods for each security.

Data Downloads: Processed price data and cumulative returns available as raw CSVs.

How to run your own analysis:

1. Go to: www.tigzig.com (Path: Quants & Portfolio Apps -> Quants Agent)

2. Instruct Agent: Just type 'run security performance report for X, Y, Z' symbols.

3. Symbols: Use Yahoo Finance tickers or let agent search for it.

Methodology: Full documentation comparing this tool's methodology, validations, reconciliations. No black boxes.

Open Source: All frontend (React) and backend (FastAPI/ MCP Servers) code is public. Use the live tool or customize the source for your own requirements.