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Alternatives to grounded-kql-mcp

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    Related Servers

    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to safely troubleshoot networks through read-only tools for device inventory, interface status, VLAN paths, BGP neighbors, route lookups, and interface error detection. Integrates with Microsoft Copilot Studio and Teams for natural-language-driven network diagnostics.
      -
    • 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.
      35
      2
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides AI assistants with direct access to multi-vendor network devices for tasks like configuration management, health checks, and topology discovery through 35 specialized tools. It enables natural language control over platforms including Cisco, Juniper, and Nokia using SSH, NETCONF, and SNMP protocols.
      11
      MIT

    TDQS

    B3.3/5.0

    Scored across 8 tools

    Disambiguation4/5

    Each tool has a distinct purpose: environment discovery, connection tracing, and specialized searches on different log sources. The two flow log tools (search_flows and traffic_volume) differ in scope (detailed search vs. aggregate top talkers), but an agent might occasionally confuse them when seeking traffic summaries. Overall boundaries are clear.

    Naming Consistency4/5

    Most names follow a verb_noun pattern (describe_environment, trace_connection, search_flows, etc.), but 'traffic_volume' lacks a verb and 'top_denied_traffic' uses a different structure. The inconsistency is minor and names remain readable.

    Tool Count5/5

    8 tools are well-scoped for a network troubleshooting server covering multiple log sources. Each tool serves a distinct investigative need without redundancy, fitting the typical 3-15 range.

    Completeness3/5

    The set covers discovery, tracing, and searches across logs, but lacks operations for modifying or configuring network elements (e.g., create/update rules, manage devices). For a diagnostic-focused server, completeness is partial; it's read-only and missing lifecycle operations.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues