Downloadable computer software for enabling AI agents to query, investigate, and reason over confidence-scored cybersecurity threat indicator data via application programming interface and Model Context Protocol server; Downloadable computer software for cybersecurity, namely, threat intelligence, threat detection, threat investigation, alert triage and enrichment, security incident investigation, and security operations.