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"How to set up a local environment" matching MCP servers:
- AlicenseDqualityDmaintenanceEnables AI assistants to interact with local Docker containers, Kubernetes clusters, and system logs using the Model Context Protocol.911ISC
- AlicenseNot gradedqualityAmaintenanceA secure, local-first MCP server for read-only inspection and troubleshooting of development environments, exposing narrow, typed, auditable capabilities for repository inspection, log summarization, Docker review, and security scanning without granting unrestricted machine access.MIT
- AlicenseAqualityDmaintenanceMCP server that stream-parses NDJSON log files without loading them into memory — filter by pattern, detect error spikes via Z-score analysis, summarize severity timelines by time window.833MIT
- AlicenseAqualityBmaintenanceAn 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.6MIT
- AlicenseAqualityCmaintenanceFetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.31MIT
Scout Monitoring MCPofficial
AlicenseAqualityBmaintenanceEnables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.1329MIT- 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
- AlicenseAqualityCmaintenanceProvides a set of read-only Kubernetes functions via an MCP server, enabling interaction with Kubernetes clusters through agents or coding assistants like GitHub Copilot.93Apache 2.0
- AlicenseAqualityDmaintenanceZero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your local dev environment. Detects framework, running services, recent errors, git state, and provides a health diagnosis in one call.3261MIT
- AlicenseBqualityCmaintenanceСonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.281MIT
- 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
Last9 Observability MCPofficial
AlicenseNot gradedqualityAmaintenanceSeamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.15559Apache 2.0- AlicenseNot gradedqualityNot gradedmaintenanceA Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.3,85757
- AlicenseNot gradedqualityBmaintenanceConnects MCP clients to Gemini Cloud Assist APIs, enabling users to understand, manage, and troubleshoot their Google Cloud environment using natural language.66Apache 2.0
- AlicenseNot gradedqualityBmaintenanceMCP server that provides AI agents with comprehensive access to VMware vSphere operations, including VM management, monitoring, and vSAN read-only monitoring, through a secure Docker environment.Apache 2.0
- AlicenseNot gradedqualityDmaintenanceEnables natural language interaction with SumoLogic for log management and analytics, with contextual awareness through a configuration file that maps your environment.Apache 2.0
- AlicenseNot gradedqualityBmaintenanceAn MCP server that gives your AI assistant full awareness of your local dev environment — running processes, Docker containers, git state, open ports, log files, and more.1371MIT
- AlicenseNot gradedqualityBmaintenanceCloudOps MCP is a read-only Model Context Protocol server that exposes normalized operational infrastructure context (logs, metrics, deployments, health) to AI agents through a small set of typed, bounded tools.MIT
