MCP-Airflow-API

MCP-PostgreSQL-Ops

Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only insights with schema discovery and clear maintenance recommendations.

MCP-MySQL-Ops

Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow queries, locks, and connection issues to keep databases healthy. Explore databases, tables, users, and configuration to optimize storage and plan capacity.

MCP-OpenStack-Ops

Manage and monitor a single OpenStack project with bulk operations, consolidated queries, and real-time health reports. Filter and act across compute, networks, storage, images, orchestration, and load balancers with instant status verification. Protect tenants with strict project scoping and configurable modify permissions.

MCP-Airflow-API

Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause runs, and browse code, logs, variables, pools, and connections. Accelerate troubleshooting with quick views of failed tasks, event logs, run durations, and cluster health. Work seamlessly across Airflow 2.x and 3.x, including asset insights for data-aware scheduling.

MCP-Ambari-API

Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requests, and fetch host and user details to speed troubleshooting.

MCP PostgreSQL Operations

Enables comprehensive PostgreSQL database monitoring, analysis, and management through natural language queries. Provides performance insights, bloat analysis, vacuum monitoring, and intelligent maintenance recommendations across PostgreSQL versions 12-17.