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maintenanceUnified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend.
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"WhyLabs AI Observability Platform" matching MCP servers:
- Alicense-qualityDmaintenanceProvides AI assistants with direct access to Red Hat OpenShift AI observability data, enabling querying of Prometheus metrics, Alertmanager alerts, Loki logs, Grafana dashboards, and Kubernetes cluster state to troubleshoot vLLM inference workloads.Last updated4MIT
- Alicense-qualityCmaintenanceUnified MCP server for observability and monitoring, providing tools to query metrics, logs, and traces through Prometheus, Grafana, Loki, and Jaeger.Last updated2Mozilla Public 2.0
- Alicense-qualityBmaintenanceProvides comprehensive monitoring and observability for MCP server ecosystems with real-time health checks, performance metrics, distributed tracing, anomaly detection, and automated performance reports using OpenTelemetry and Prometheus.Last updated1MIT
- Alicense-qualityDmaintenanceMCP server for monitoring, diagnosing, and auto-correcting observability issues across platform services, integrating with Sentry and PostgreSQL for error tracking and billing pipeline health.Last updatedMIT
- Alicense-qualityBmaintenanceAn MCP server that enables conversational interaction with Wazuh SIEM, allowing users to investigate alerts, hunt threats, tune false positives, edit rules, and run security actions via natural language.Last updatedMIT
- FlicenseAqualityCmaintenanceProvides tools for accessing Alibaba Cloud observability products including SLS (Log Service) and ARMS (Application Real-time Monitoring Service), allowing any MCP-compatible AI assistants to quickly interact with these services.Last updated9145
- AlicenseAqualityCmaintenanceA comprehensive Model Context Protocol (MCP) server for Grafana, Prometheus, Kafka UI, and Datadog. Features a secure "Bring Your Own Key" (BYOK) architecture where credentials stay local. Provides tools for metrics querying, dashboard inspection, Kafka lag monitoring, and unified health checks.Last updated23174MIT
- Flicense-qualityDmaintenanceEnables exploration of Kubernetes metrics, logs, traces, and service graph data via simple tools.Last updated1
- AlicenseAqualityAmaintenanceLets 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.Last updated451Apache 2.0
- AlicenseBqualityAmaintenanceA portable, read-only Model Context Protocol server for turning observability data into bounded evidence that AI agents can inspect safely.Last updated7Apache 2.0
- Alicense-qualityAmaintenanceEnables observability and governance for local LLMs via Ollama, including auditing model usage, scanning prompts for secrets/PII, and enforcing allow/deny policies.Last updatedMIT
- Alicense-qualityCmaintenanceExposes an observability REST API as MCP tools, enabling incident investigation through automated correlation of deploys with errors, log and metrics queries.Last updatedMIT
@verlon-ai/mcpofficial
AlicenseAqualityBmaintenanceModel Context Protocol server for Verlon AI that exposes gates, logs, recommendations, and experiments as MCP tools, enabling coding agents to inspect and manage AI infrastructure natively.Last updated5350MIT- AlicenseBqualityBmaintenanceConnects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.Last updated235MIT
- AlicenseCqualityBmaintenancePerimeter security for your AI Infrastructure.Last updated6014AGPL 3.0
Last9 Observability MCPofficial
Alicense-qualityAmaintenanceSeamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.Last updated18659Apache 2.0
Confident AIofficial
Alicense-qualityBmaintenanceConnects AI-powered tools to the Confident AI platform for evaluating, observing, and iterating on AI quality, enabling cloud evaluations, dataset management, prompt versioning, production tracing, and human annotations directly from editors like Cursor and Claude Code.Last updated2MIT- Alicense-qualityDmaintenanceEnables comprehensive integration with Azure AI services including OpenAI, Cognitive Services, Computer Vision, and Face API through a mission-critical MCP server. Provides enterprise-grade reliability with high availability, observability, chaos engineering, and secure multi-region deployment capabilities.Last updatedMIT
- Alicense-qualityDmaintenanceTransforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.Last updated4Apache 2.0
