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  • kops

    kaka-milan-22
    A
    license
    A
    quality
    A
    maintenance
    A read-only kubectl MCP server for AI assistants. The kubectl verb is hardcoded in each tool (get/describe/logs/events) and user input only fills argument values — no mutation path even with malicious input, and Secret/ConfigMap values are never returned (metadata only). Returns structured JSON, plus one-shot k8s_triage (health scan) and k8s_inventory (cluster snapshot).
    Last updated
    6
    1
    MIT

  • Zoom MCP Server

    chadkunsman
    F
    license
    A
    quality
    D
    maintenance
    Enables intelligent monitoring and management of Zoom rooms across multiple sites using smart location resolution and hierarchical discovery. It provides tools for checking room status, retrieving location hierarchies, and accessing detailed room configurations through the Zoom API.
    Last updated
    5

  • mcp-it-ops

    bastiaan365
    F
    license
    A
    quality
    D
    maintenance
    Exposes homelab and IT-ops tools to Claude, including system health monitoring, Grafana alert states, Docker container status, Loki logs, SMART disk health, and more.
    Last updated
    8
    1

  • mcp-ros2-logs

    spanchal001
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to analyze ROS2 log files across multiple nodes by merging them into a unified timeline and providing smart query tools, without requiring ROS2 installation.
    Last updated
    11
    4
    MIT

  • Datadog MCP Server

    TANTIOPE
    A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to access full Datadog observability, including log search, APM trace filtering, smart sampling, and cross-correlation between logs, traces, and metrics.
    Last updated
    23
    905
    5
    Apache 2.0

  • Android Proxy MCP

    zhizhuodemao
    A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.
    Last updated
    11
    193
    MIT

  • Domoticz MCP Server

    adrighem
    A
    license
    B
    quality
    A
    maintenance
    Integrates AI assistants with the Domoticz home automation system to monitor and control smart home devices, scenes, and variables. It enables users to manage device states, room configurations, and system logs through the Model Context Protocol.
    Last updated
    29
    GPL 3.0
  • ComputeGauge MCP by ComputeGauge

    ComputeGauge MCPofficial

    ComputeGauge
    A
    license
    -
    quality
    D
    maintenance
    Provides cost intelligence and a reputation scoring system to help AI agents optimize spending through smart model selection and local-to-cloud routing. It enables real-time cost tracking and rewards agents for making efficient, high-credibility decisions across various LLM providers.
    Last updated
    Apache 2.0

  • pgtuner_mcp

    isdaniel
    A
    license
    -
    quality
    C
    maintenance
    Provides AI-powered PostgreSQL performance tuning capabilities including query analysis, smart index recommendations with HypoPG hypothetical testing, and comprehensive database health monitoring.
    Last updated
    25
    Apache 2.0

  • Graylog MCP Server

    abuzo
    A
    license
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    quality
    D
    maintenance
    Enables AI assistants to search and analyze logs in Graylog using three powerful tools: generic log search with Lucene queries, smart UUID/trace ID lookup across multiple fields, and stream-specific message retrieval with automatic field normalization.
    Last updated
    33
    MIT

  • Log Analyzer MCP Server

    suriya-ML
    A
    license
    -
    quality
    D
    maintenance
    An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.
    Last updated
    MIT

  • Toggl MCP Server

    ikido
    -
    license
    -
    quality
    -
    maintenance
    Enables fetching and analyzing Toggl time tracking data with intelligent parsing of Fibery entity references from task descriptions. Features smart caching, user filtering, and aggregated reporting to help track time spent on specific projects and entities.
    Last updated

  • vturb-mcp

    hiperbold
    F
    license
    -
    quality
    C
    maintenance
    MCP server for the vTurb Analytics API that exposes 15 tools to query real-time and historical video analytics directly from Claude, with built-in rate limiting and smart player detection.
    Last updated