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"Overview and Applications of Mixture of Experts in Machine Learning" matching MCP servers:

  • 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.
    Last updated
    40
    1
    Apache 2.0

  • Shepherd MCP

    neuralis-in
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.
    Last updated
    18
    MIT

  • MCP Server for Coroot

    jamesbrink
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that provides seamless integration with Coroot observability platform, enabling monitoring of applications, analysis of performance metrics, examination of logs and traces, and management of infrastructure through Coroot's comprehensive API.
    Last updated
    61
    16
    MIT

  • MCP AI Monitor

    MedusaSH
    F
    license
    -
    quality
    D
    maintenance
    An advanced system monitoring solution that uses unsupervised machine learning algorithms to detect abnormal resource usage patterns in real-time, with features including anomaly detection, process analysis, and Discord integration.
    Last updated
    2

  • ThreadMine MCP Server

    maschiojv
    A
    license
    A
    quality
    C
    maintenance
    Enables analysis of JVM thread dumps to detect deadlocks, CPU spikes, pool exhaustion, and virtual thread pinning, returning a health score and interactive report link.
    Last updated
    2
    MIT

  • tiny-loki-mcp

    myers-gh1328
    A
    license
    A
    quality
    C
    maintenance
    Enables read-only querying of Grafana Loki logs through tools like label discovery, LogQL queries, and recent log retrieval, without requiring knowledge of the Loki API.
    Last updated
    4
    MIT

  • berserk-mcp

    ssimonsen0202
    A
    license
    A
    quality
    B
    maintenance
    Enables LLMs to answer Berserk observability questions by calling verified KQL tools instead of hand-authoring queries, with role-based tool filtering and automated query discovery.
    Last updated
    35
    1
    MIT

  • @byterover/umami-mcp

    campfirein
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server for Umami analytics, enabling natural language queries of website stats, traffic trends, events, sessions, and analytics reports.
    Last updated
    13
    185
    Elastic 2.0

  • pagerduty-mcp-community

    carlyou
    A
    license
    A
    quality
    C
    maintenance
    A community-maintained MCP server for interacting with PagerDuty accounts, enabling management of incidents, services, schedules, and event orchestrations through MCP-enabled clients.
    Last updated
    20
    1
    Apache 2.0

  • devpulse-mcp

    tao-izm
    A
    license
    A
    quality
    C
    maintenance
    Zero-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.
    Last updated
    3
    13
    1
    MIT

  • datanika-mcp

    datanika-io
    A
    license
    A
    quality
    B
    maintenance
    Read-only-by-default MCP server for Datanika, an open-source dlt + dbt-core data pipeline platform: browse connections, introspect and preview source tables, compile and run dbt transformations, and monitor pipeline runs. 25 tools (17 read-only, plus 8 write tools gated behind --allow-write); source lives in the datanika-mcp/ subdirectory of the repo.
    Last updated
    25
    AGPL 3.0

  • Zabbix MCP Server

    mhajder
    A
    license
    A
    quality
    A
    maintenance
    Provides advanced, programmable access to Zabbix monitoring data and management features, enabling querying, automation, and integration of Zabbix resources.
    Last updated
    53
    8
    MIT

  • prometheus-mcp

    idanfishman
    A
    license
    A
    quality
    D
    maintenance
    Provides seamless integration between AI assistants and Prometheus, enabling natural language interactions with your monitoring infrastructure. This server allows for effortless querying, discovery, and analysis of metrics.
    Last updated
    10
    495
    27
    MIT

  • @icjia/plausible-mcp

    ICJIA
    A
    license
    A
    quality
    D
    maintenance
    Enables querying a self-hosted Plausible Analytics instance to retrieve compressed analytics data such as overview stats, top pages, traffic sources, and trends, with computed deltas and human-readable filters.
    Last updated
    6
    2
    MIT