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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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"Exploring RAG through defined workspaces" matching MCP servers:
- AlicenseAqualityCmaintenanceEnables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.72MIT No Attribution
- -licenseAquality-maintenanceEnables access to Amazon Managed Prometheus workspaces through natural language queries. Supports listing workspaces, executing PromQL queries, and retrieving workspace details and metrics with AWS authentication.4
- Alicense-qualityDmaintenanceA Model Context Protocol server that enables AI agents to query Azure Log Analytics workspaces using KQL.MIT
- Alicense-qualityFmaintenanceAn MCP server that enables Large Language Models to retrieve, analyze, and query metric data from Prometheus databases through pre-defined routes.34MIT
- Alicense-qualityCmaintenanceEnables querying Google Analytics 4 data through MCP tools for running reports, listing properties, getting real-time metrics, and exploring metadata.12MIT
- Flicense-qualityBmaintenanceMonitor AI output schemas and API contracts for breaking changes — validate LLM JSON responses against defined schemas on a schedule
- Flicense-qualityBmaintenanceA TypeScript MCP server that exposes OPC UA read access through server-side authorization and Operator-defined Semantic Controls for safe agent interaction.
- Flicense-qualityDmaintenanceEnables querying and managing Azure Log Analytics workspaces using KQL (Kusto Query Language). Supports executing queries, managing saved queries, and exploring workspace tables and schemas with Service Principal authentication.
- AlicenseAqualityAmaintenanceEnables exploring and diagnosing a Redis instance from MCP clients with read-only safety, using SCAN instead of KEYS for safe key enumeration.73131MIT
- AlicenseAqualityCmaintenanceMCP server for the Partiri Cloud PaaS platform. Enables AI agents to manage workspaces, projects, services, deployments, and metrics.231MIT
- FlicenseAqualityDmaintenanceEnables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.4
- AlicenseAqualityCmaintenanceLets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.471Apache 2.0
sifflet-mcpofficial
AlicenseAqualityCmaintenanceEnables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.107MIT- AlicenseAqualityDmaintenanceConnects Claude to Portkey's API for managing AI configurations, workspaces, analytics, and user access, providing comprehensive control over API usage and settings.93MIT
- FlicenseAqualityDmaintenanceAI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, providing diagnostic tools, RAG knowledge retrieval, and autonomous remediation recommendations.9
- FlicenseBqualityDmaintenanceEnables management and monitoring of farm operations including field and crop tracking, livestock monitoring, equipment management, and sensor readings through a Model Context Protocol interface built with FastMCP.11
- AlicenseCqualityCmaintenanceAn MCP server implementation that integrates AI assistants with Langfuse workspaces, allowing models to query LLM metrics by time range.1123Apache 2.0
- AlicenseCqualityAmaintenanceEnables interaction with Datadog APIs through automatically generated tools from Postman collections. Supports monitoring operations, log management, metrics submission, and other Datadog functionality through natural language.100113Apache 2.0
- Alicense-qualityDmaintenanceProvides tools for retrieving analytics reports and metrics from PlainSignal through the Model Context Protocol (MCP).163MIT
