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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.
    40
    1
    Apache 2.0

  • AREL

    Akgithub2028
    A
    license
    -
    quality
    C
    maintenance
    A production-oriented reliability, benchmarking, and evaluation system that layers multi-version protocol negotiation, adaptive streaming, connection pooling, and resilience onto an MCP agent runtime.
    1
    Apache 2.0

  • Linuxfabrik MCP Server for

    Linuxfabrik
    A
    license
    -
    quality
    B
    maintenance
    Enables AI clients like Claude to triage, investigate, and operate Icinga installations through natural language, integrating with Icinga's REST APIs and providing deep awareness of monitoring plugins and historical performance data.
    4
    The Unlicense

  • mcp-redis-diagnostics

    Dmitriusan
    A
    license
    A
    quality
    F
    maintenance
    A lightweight npm MCP server for deep Redis diagnostics, offering tools for memory, slowlog, clients, keyspace, latency, and config analysis with AI-powered recommendations.
    8
    71
    MIT

  • pg-context

    mewsyy
    A
    license
    A
    quality
    B
    maintenance
    MCP server providing deep PostgreSQL context to AI assistants, including schema DDL, index health, foreign key associations, query execution plans, and performance statistics via read-only tools.
    12
    MIT

  • clickhouse-mcp

    jvanvalkenhoef
    A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server for ClickHouse that enables AI agents to discover schema, sample data, and run read-only SQL queries to investigate observability data like logs, metrics, and traces.
    6
    10
    MIT

  • hny-mcp

    honeycombio
    A
    license
    A
    quality
    F
    maintenance
    Server for interacting with Honeycomb observability data. This server enables LLMs like Claude to directly analyze and query your Honeycomb datasets.
    14
    2
    43
    MIT
  • Yamaru Hardware Probe by yamaru-eu

    Yamaru Hardware Probeofficial

    yamaru-eu
    A
    license
    A
    quality
    D
    maintenance
    Expert system hardware probe and performance diagnostic engine for AI, Gaming, and High-Performance workflows. Provides deep system insights such as real-time monitoring, thermal diagnostics, and LLM optimization.
    11
    39
    6
    Apache 2.0

  • BetterDB MCP

    BetterDB-inc
    A
    license
    A
    quality
    A
    maintenance
    BetterDB gives Claude Code, Cursor, Windsurf, and other MCP clients deep observability into Valkey and Redis instances. It implements 22 MCP tools including get_health, get_slowlog, get_commandlog, get_hot_keys, get_anomalies, get_cluster_nodes, get_cluster_slowlog, and get_slot_stats.
    60
    125
    1,331
    MIT

  • Plausible MCP

    The-Focus-AI
    A
    license
    B
    quality
    D
    maintenance
    Enables natural language interaction with Plausible Analytics data to query traffic, visitors, engagement, and more using conversational questions.
    4
    1
    MIT

  • Kibana MCP Server

    jerrelblankenship
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with Kibana dashboards, visualizations, and Elasticsearch data through read-only resources and executable tools for searching logs, exporting dashboards, and querying data.
    7
    20
    3
    MIT

  • mcp-sumologic

    giftHEALTH
    F
    license
    B
    quality
    B
    maintenance
    MCP server that integrates with Sumo Logic's API to perform log searches, data discovery, metrics queries, and monitoring.
    15
    34

  • Prometheus MCP Server

    yanmxa
    A
    license
    B
    quality
    F
    maintenance
    A Model Context Protocol server that enables AI assistants to query Prometheus metrics, discover available data, and analyze system performance through natural language interactions.
    5
    76
    MIT
  • OCP Performance Analyzer MCP by openshift-eng

    OCP Performance Analyzer MCPofficial

    openshift-eng
    A
    license
    -
    quality
    D
    maintenance
    A comprehensive, AI-powered performance analysis and monitoring platform for OpenShift/Kubernetes clusters. This project provides Model Context Protocol (MCP) servers for analyzing etcd, network, and OVN-Kubernetes components with deep performance insights, automated root cause analysis, and actionable recommendations.
    1
    Apache 2.0