Diagnose database incidents faster with AI-powered query analysis.
🔒 Self-Hosted & Privacy-First - Deploy on your infrastructure via Docker or Kubernetes. Choose Ollama for private, on-premises AI or OpenAI for cloud-based analysis. Your data never leaves your control. No vendor lock-in. Ever.
Multi-Database Support
Analyze PostgreSQL and MongoDB today; MySQL and SQL Server next.
AI-Powered Analysis
Automatically surface slow queries, spot missing indexes, and summarize EXPLAIN plans.
Self-Hosted & Open Source
Deploy via Docker or Kubernetes; keep data private with local LLMs (Ollama) or use OpenAI in the cloud.
PostgreSQL Analyzer
Turn EXPLAIN into action: index suggestions, plan insights, and anomaly detection.
MongoDB Analyzer
Find slow ops, highlight inefficient scans, and guide index strategies.
Data Governance (Coming Soon)
Policy controls and audit trails for regulated teams.
Rich Reports
Export results to Markdown, JSON, and HTML (including MongoDB dashboards) to share or archive analyses.
Modular Monorepo Architecture
Built for velocity and reliability with clear module boundaries and shared contracts.
- • iqtoolkit_analyzer — CLI package (to be service-ized)
- • iqtoolkit-contracts — Shared Pydantic models
- • iqtoolkit-iqai — AI Copilot service (pydantic-ai)
- • iqtoolkithub — Orchestration gateway (Analyzer + IQAI)
- • iqtoolkit-deployment — Helm/K8s deployment assets
