librenms-mcp
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TDQS
Scored across 110 tools
Many tools target distinct resources and actions, but the set contains several near-overlapping groups (e.g., ports_search, ports_search_field, ports_search_mac, port_get, device_ports_get; device_fdb, port_fdb, fdb_lookup, ports_search_mac). Descriptions generally clarify boundaries, but the sheer volume makes misselection plausible for less common operations.
Most names use a resource_action snake_case pattern, but consistency breaks down with singular/plural prefixes (device/devices, devicegroup/devicegroups, alert_template/alert_templates, service/services) and mixed verb styles (list/get/search/create_or_update). Names remain readable but do not follow a single predictable convention.
With 110 tools, the surface is extremely large for any single MCP server and far exceeds the recommended 3-15 range. Although LibreNMS is broad, this count creates substantial cognitive load and overlaps that are difficult for an agent to manage reliably.
Coverage is strong across devices, ports, alerts, bills, groups, locations, services, logs, routing, and switching. Minor gaps exist, such as no delete operation for alert templates and limited create/delete lifecycle for discovered routing entities like BGP sessions, but agents can work around these.