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maintenanceEnables alarm investigation through MCP tools for asset search, metadata lookup, alarm retrieval, summarization, priority scoring, and operator recommendations, with RAG-backed evidence from procedure documents.
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"Automating Task Assignment Based on Priority with Reshuffling Capabilities" matching MCP servers:
Log Analyzer with MCPofficial
Alicense-qualityDmaintenanceA Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.167Apache 2.0- Alicense-quality-maintenanceEnables real-time data streaming through Server-Sent Events with timestamp broadcasting and server monitoring capabilities. Optimized for deployment on Render.com with health checks and status endpoints.270
- Flicense-quality-maintenanceA secure, read-only MCP server that enables AI assistants to inspect transactions, vendor performance, wallet balances, and analytics through validated REST API calls.
oncallhealth-mcpofficial
AlicenseBqualityCmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.3Apache 2.0- Alicense-qualityDmaintenanceProvides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.4Apache 2.0
- Flicense-qualityDmaintenanceDeploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries, monitoring, and data governance over HTTPS via AWS Bedrock AgentCore Runtime.
- Flicense-qualityDmaintenanceEnables ingestion and full-text search of Windows application logs via MCP tools. Supports dual-backend indexing with Elasticsearch and SQLite for fast retrieval.
- AlicenseAqualityDmaintenanceEnables management of Gradle-based Tomcat applications with capabilities for starting, stopping, restarting processes and querying application logs.61MIT
- AlicenseBqualityFmaintenanceA JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.1689MIT
- AlicenseBqualityFmaintenanceA FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language. This tool provides a set of capabilities for searching Splunk data, managing KV stores, and accessing Splunk resources12107Apache 2.0
- Alicense-qualityAmaintenanceBehavioral trust scoring for MCP servers and AI agents. Live registry tracking 4,500+ servers with trust scores (0-100) based on interaction history, success rates, and latency2MIT
MCP Croit Cephofficial
Flicense-qualityDmaintenanceEnables interaction with Croit Ceph clusters through their REST API with 580 endpoints, automatic token optimization, built-in filtering, and role-based access control. Features hybrid mode tools that reduce complexity while providing full cluster management capabilities.1- Alicense-qualityDmaintenanceEnables AI assistants to interact with DataDog's observability platform through a standardized interface. Supports monitoring infrastructure, managing events, analyzing logs and metrics, and automating operations like alerts and downtimes.1MIT
- Alicense-qualityDmaintenanceEnables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.MIT
- -license-quality-maintenanceEnables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.
- Flicense-qualityDmaintenanceEnables MCP-compatible agents to run real browser-based performance scans on any URL and receive a rich Markdown dashboard with Core Web Vitals, grades, and actionable recommendations.
- Flicense-quality-maintenanceA dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.
- AlicenseAqualityBmaintenanceReal-time Claude.ai subscription awareness for AI coding assistants. Surfaces live utilization, forecasts limits, gates expensive operations, and measures real per-task cost.5166MIT
- AlicenseAqualityDmaintenanceTracks AI agent token usage and spending in real time, with budget alerts, per-task cost breakdown, and a visual dashboard.61MIT