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Analyze query patterns and recommend optimal database indexes with impact analysis

Manage database migrations with version control, rollback capabilities, and automated schema evolution tracking

Database plugin for database-partition-manager

Profile and optimize database queries for performance

Database plugin for database-recovery-manager

Manage database replication, failover, and high availability configurations

Design and visualize database schemas with normalization guidance, relationship mapping, and ERD generation

Database plugin for database-security-scanner

Database plugin for database-sharding-manager

Database plugin for database-transaction-monitor

MCP server for the Databricks control plane — 8 read-only tools for cluster forensics, instance pools, DLT pipeline event logs, and Unity Catalog external locations / storage credentials. The endpoint families no managed Databricks MCP exposes; pairs with the managed SQL MCP for system.* reads.

Split datasets for training, validation, and testing

Deep learning optimization techniques

Optimize DeFi yield farming strategies across protocols with APY tracking and risk assessment

Orchestrate complex multi-stage deployment pipelines

Manage and execute deployment rollbacks with safety checks

Design Team — 10 agents: Hue, Grid, Glyph, Move, Wire, Mark, Cut, Axe, Tone, Copy

Convert Figma designs and screenshots into production-ready code components with accessibility built-in

25 professional DevOps plugins for CI/CD, deployment, Docker, Kubernetes, and infrastructure automation. Save 20+ hours of manual work.

Developer Experience Team — 10 agents: Guide, Sample, Mock, Schema, Port, Change, Onboard, Bench, Compat, Gate

Find optimal DEX routes for token swaps across multiple exchanges

Plan and implement disaster recovery procedures

Generate custom discovery questionnaires for AI agency prospects

Set up distributed tracing for microservices