MCP-OpenStack-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-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-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-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.

DevDocs MCP

A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.

Gemini MCP Server for Claude Desktop

A server that enables Claude Desktop to generate images using Google's Gemini AI models through the Model Context Protocol (MCP).

Uber Eats MCP Server

A proof-of-concept server implementing the Model Context Protocol that enables LLM applications to interact with Uber Eats functionality.

DOCX Document Creator

A FastMCP-powered microserver that allows users to programmatically generate well-formatted .docx documents with consistent styling, including features like titles, paragraphs, headings, citations, and footers.

Task Context MCP Server

Enables AI agents to autonomously manage and improve execution processes for repetitive task types by storing reusable task contexts with associated artifacts (practices, rules, prompts, learnings) and providing full-text search across historical best practices.

Vibe Composer MIDI MCP

Enables LLMs to compose and play multi-track MIDI music through natural language prompts. Supports outputting to software or hardware synthesizers for enhanced audio quality.