Modern database management, powered by AI
Give data teams and DBAs AI-driven query and performance insights to prevent incidents, not just react to them.
🔒 Self-Hosted & Privacy-First — Deploy via Docker or Kubernetes with Ollama for offline AI or choose from OpenAI, Anthropic Claude, Google Gemini, AWS Bedrock, or Azure OpenAI for cloud analysis. Your query data never leaves your perimeter. No vendor lock-in. Ever.
Features
Built for incident response and tuning
A focused toolkit that turns database signals into actionable next steps — without giving up control of your data.
Multi-Database Support
Analyze PostgreSQL and MongoDB today; MySQL and SQL Server next.
AI-Powered Analysis
Database-direct EXPLAIN, contextual AI recommendations, and 6 AI providers.
Self-Hosted & Open Source
Deploy via Docker or Kubernetes; keep data private with local LLMs (Ollama) or use OpenAI in the cloud.
PostgreSQL Analyzer
Run EXPLAIN directly against databases with contextual AI and index guidance.
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
