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  • 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

  • jaeger-mcp

    mshegolev
    A
    license
    A
    quality
    A
    maintenance
    Provides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.
    Last updated
    12
    1
    MIT

  • otel-mcp

    moondef
    A
    license
    A
    quality
    D
    maintenance
    MCP server that gives AI agents access to your application's OpenTelemetry traces for querying, analysis, and debugging.
    Last updated
    5
    6
    2
    MIT

  • AppDynamics MCP Server

    asafkiv
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that gives LLM clients full access to your AppDynamics monitoring data — plus the ability to create and manage dashboards and health rules.
    Last updated
    30
    4

  • Apache Airflow MCP Server

    madamak
    A
    license
    A
    quality
    A
    maintenance
    Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.
    Last updated
    16
    2
    Apache 2.0

  • plausible-whenever-mcp

    Schneckenhausmann
    A
    license
    A
    quality
    C
    maintenance
    MCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like 'yesterday' or 'last week' without needing to know exact date formats.
    Last updated
    8
    MIT

  • appmetrica-mcp

    pavellunev
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, raw event logs, crash data, and push notification campaigns.
    Last updated
    11
    24
    3
    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

  • New Relic MCP Server

    xelber
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to access New Relic logs and APM data through the NerdGraph API. It allows users to execute NRQL queries, retrieve application performance metrics, and analyze transaction traces using natural language.
    Last updated
    6
    1
  • Scout Monitoring MCP by scoutapp

    Scout Monitoring MCPofficial

    scoutapp
    A
    license
    A
    quality
    C
    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.
    Last updated
    13
    29
    MIT

  • Prometheus MCP Server

    pab1it0
    A
    license
    A
    quality
    B
    maintenance
    Provides access to Prometheus metrics and queries through standardized Model Context Protocol interfaces, allowing AI assistants to execute PromQL queries and analyze metrics data.
    Last updated
    6
    496
    MIT

  • RunWhen Platform MCP

    runwhen-contrib
    A
    license
    A
    quality
    A
    maintenance
    Lets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.
    Last updated
    45
    1
    Apache 2.0