PyFunnels: Data Normalization for InfoSec Workflows

This post introduces PyFunnels, a modular Python3 library designed to centralize and normalize data points (e.g., domains, IPs, URLs) from diverse security tools such as SpiderFoot, Nmap, TheHarvester, Recon-ng, and Photon, producing de-duplicated, aggregated results for automation and reuse. It outlines the project’s motivation, simple workflow (install, map tool outputs, instantiate, and call funnel_data), lessons learned in design, and a call for community contributions, with links to GitHub, PyPI, and a related whitepaper.