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    MCP server for inspecting IBM Liberty/WebSphere application servers over SSH, enabling reading sanitized configs, performing health checks, and searching logs remotely.
    4
    -
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    maintenance
    Query and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.
    51
    MIT
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    A
    maintenance
    Model Context Protocol server for Parseable that lets MCP-capable clients discover, query, and manage Parseable datasets and alerts using natural language. Supports both stdio and HTTP transports.
    69 npm
    4
    Apache 2.0
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    MCP server that enables AI assistants to query and analyze Prometheus metrics through PromQL, with support for metric discovery and authentication.
    MIT
  • A
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    C
    maintenance
    Enables read-only observability of Windows systems, exposing CPU, memory, storage, service, and health information through Model Context Protocol tools.
    MIT
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    MCP server for Umami Analytics that provides read-only tools to query website stats, events, sessions, reports, and more, enabling natural language analytics queries.
    12 npm
    3
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    An MCP server that enables AI agents to query real-time NVIDIA GPU metrics like utilization, memory, temperature, and power without external monitoring tools.
    15
    Apache 2.0
  • A
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    maintenance
    An MCP server reference implementation adding enterprise layers (identity, authorization, audit) around MCP, with sample shipment status and delayed shipment tools over a stateless transport.
    Apache 2.0
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    B
    maintenance
    Exposes server-management and operational data to MCP-aware clients and AI agents, providing tools to search servers, fetch metrics and system stats, and create or retrieve alerts.
    MIT
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    maintenance
    MCP server for querying structured logs from Datalust Seq, providing tools to search logs, retrieve recent errors, fetch events, and check health.
    MIT
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    Not graded
    quality
    C
    maintenance
    Comprehensive system diagnostics and monitoring server providing detailed hardware information, performance metrics, and optimization recommendations.
    MIT
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    maintenance
    An MCP server that enables AI assistants to interact with Signoz observability platform, providing tools to query dashboards, metrics, traces, logs, and APM data with time range support.
    14
    MIT