SpiderFoot is an open-source Python 3 framework for automating OSINT reconnaissance via a web UI or CLI. It includes over 200 modules, a YAML-driven correlation engine, data exports, TOR support and integrates with tools like Nmap, SHODAN and HaveIBeenPwned. For teams and large-scale scans, SpiderFoot HX adds cloud hosting, multi-user collaboration, REST APIs and change alerts.

Kipi is a self-hosted OSINT platform that ingests documents and screenshots to build a typed entity graph, then runs automated WHOIS, DNS, certificate and web pivots. It applies real-time graph analytics (centrality, communities, pathfinding) and generates a sourced, graded brief while letting analysts confirm every finding. The only external dependency is an Anthropic API key; all data and processing run locally.