MCP-MySQL-Ops

MCP-Ambari-API

Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9

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-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-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 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.

GCP MCP

Enables managing Google Cloud Platform resources through natural language commands in Claude Desktop, supporting comprehensive operations across compute, storage, databases, networking, monitoring, and IAM without manual credential setup.

MCP Embedding Search

A Model Context Protocol server that searches transcript segments in a Turso database using vector similarity, allowing users to find relevant content by asking questions without generating new embeddings.

ZoomEye MCP Server

MCP server for querying the ZoomEye API

adx-mcp-server

AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.

Notion MCP Server

A Model Context Protocol server that connects Claude and other AI assistants to your Notion workspace, allowing AIs to interact with databases, pages, and blocks.

GZOO Cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects in natural language with source citations. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.