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maintenanceAn MCP server that provides cost and reliability observability for LLM and agent workflows. It records model calls and allows querying and aggregating telemetry data through MCP tools.
6
MIT
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"A guide on how to deploy a web app" matching MCP servers:
- MIT
- AlicenseAqualityCmaintenanceEnables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.5MIT
- AlicenseNot gradedqualityAmaintenanceRead-only MCP server for TrueNAS Scale debugging, providing k3s tools for kubectl operations and whitelisted midclt calls for system info, apps, and pools.MIT
- -licenseNot gradedqualityCmaintenanceMCP server that diagnoses ML model regressions by correlating drift reports, eval runs, and deploy logs, providing evidence-cited incident reports through a set of investigation tools.
- AlicenseAqualityCmaintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.31MIT
oncallhealth-mcpofficial
AlicenseBqualityCmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.3Apache 2.0
uptrack-mcpofficial
AlicenseNot gradedqualityDmaintenanceMCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI agents like Claude, ChatGPT, and Cursor.17MIT- AlicenseNot gradedqualityDmaintenanceA lean MCP server that provides LLM agents with transparent access to multiple Prometheus instances for metrics analysis and SRE operations.4GPL 2.0
- AlicenseAqualityDmaintenanceBeamScope gives AI coding agents access to your running BEAM application through a resilient TCP architecture that survives app restarts.201MIT
- AlicenseAqualityCmaintenancePrivacy friendly, cookieless web analytics built MCP-first. "Add analytics to my Next.js app" → an AI agent runs the setup_analytics_for_site tool, picks the right install snippet, edits your layout file, and verifies the script is loading. OAuth onboarding, no API keys to paste.28371MIT
- AlicenseAqualityDmaintenanceA professional-grade MCP server that enables AI assistants to monitor web services, APIs, and HTTP endpoints with enterprise-level security.11MIT
- FlicenseBqualityDmaintenanceA read-only Kubernetes MCP server that enables developers to inspect app status, view pod events, and fetch container logs from dev clusters without requiring full kubectl access.24
- AlicenseCqualityAmaintenanceSuperDev is a local-first desktop app + MCP server that gives AI coding agents (Claude Code, Codex, Cursor — anything MCP-compatible) access to the runtime: live and historical logs across services, breakpoints in already-running processes (same PID, no restart), real browser control, and DAG deploy pipelines — with human approval and an audit trail on protected writes.751Apache 2.0
- AlicenseCqualityAmaintenanceMonitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb25451MIT
- AlicenseNot gradedqualityCmaintenanceConnect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI clients to connect to live IoT deployments, read devices, provision hardware, deploy automation rules, manage alarms, and send commands to physical equipment.MIT
- AlicenseNot gradedqualityFmaintenanceActs as a proxy between your app and Reactotron, enabling AI assistants to read logs, inspect state, monitor network requests, and trigger custom commands.363MIT
- AlicenseNot gradedqualityDmaintenanceRecords runtime events from any app via zero-code instrumentation and exposes them to LLMs through MCP for autonomous debugging.8MIT
- AlicenseNot gradedqualityBmaintenanceEnables agents to access web analytics statistics via OAuth, providing a privacy-first, cookie-free analytics service.1MIT
