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  • Msty Local Ops by vega-llc

    Msty Local Opsofficial

    vega-llc
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    quality
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    maintenance
    A fail-closed MCP server for Msty Studio on macOS that provides read-only diagnostics and an optional bounded local-generation tool, without accessing chats, keys, or configuration.
    4
    MIT

  • GCP Billing and Monitoring MCP

    RadiumGu
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    40
    1
    Apache 2.0

  • Local Lens

    aotakeda
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    license
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    quality
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    maintenance
    A 100% local development monitoring tool that captures browser console logs, network requests, and backend server output for analysis by AI assistants via MCP. It enables LLMs to debug applications by providing structured, real-time access to full-stack log data and persistent local storage.
    8
    7
    MIT

  • Local Logs MCP Server

    mariosss
    A
    license
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    quality
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    maintenance
    Enables monitoring and analysis of local application log files with real-time tailing, error tracking, and search capabilities. Perfect for debugging Node.js applications, web servers, or any application that writes to log files through natural language commands.
    6
    6
    MIT

  • ndjson-local-log-triage-mcp

    vola-trebla
    A
    license
    A
    quality
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    maintenance
    MCP 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.
    8
    33
    MIT
  • Scout Monitoring MCP by scoutapp

    Scout Monitoring MCPofficial

    scoutapp
    A
    license
    A
    quality
    B
    maintenance
    Enables 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.
    13
    29
    MIT

  • nandi-proxmox-mcp

    NANDI-Services
    A
    license
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    quality
    C
    maintenance
    An open-source MCP server for managing Proxmox environments, including nodes, virtual machines, and containers. It enables users to perform inventory checks, status monitoring, and control operations directly through MCP-compatible tools.
    122
    MIT

  • Redmine Analytics and

    a1official
    F
    license
    -
    quality
    D
    maintenance
    A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

  • sanitycheck-mcp

    zetlen
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.
    3
    14
    ISC

  • Admina MCP Server

    moneyforward-i
    A
    license
    B
    quality
    A
    maintenance
    Enables interaction with the Admina API to manage and query organizational SaaS resources including devices, user identities, service integrations, and account information across multiple services.
    31
    326
    6
    Apache 2.0

  • API Status Check MCP Server

    shibley
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    license
    C
    quality
    B
    maintenance
    Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.
    5
    10
    1
    MIT
  • Sentio MCP Server by sentioxyz

    Sentio MCP Serverofficial

    sentioxyz
    A
    license
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    quality
    D
    maintenance
    This MCP server integrates with Sentio's API services to provide web, data, price, processor, and alerts tools, enabling users to manage and query Sentio resources through natural language.
    86
    1
    Apache 2.0
  • Nasuni Management MCP Server by nasuni-labs

    Nasuni Management MCP Serverofficial

    nasuni-labs
    F
    license
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    quality
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    maintenance
    Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.
    1

  • Rootcause

    yindia
    A
    license
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    quality
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    maintenance
    RootCause is a local-first MCP server that helps operators manage Kubernetes resources and identify the real root cause of failures through interoperable toolsets.
    42
    MIT