OpenSIPS MCP Server
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TDQS
Scored across 236 tools
Several tool clusters have genuinely fuzzy boundaries: sipp_load_test and sipp_run_scenario both execute SIPp scenarios, get_memory_stats vs perf_memory_report vs perf_hotspots all report the same shm/pkg memory data, cc_status already returns queue+agents+flows making cc_list_agents/cc_list_queue redundant, and rtpengine_show overlaps with rtpengine_instance_health. With 236 tools, an agent will frequently be unsure which of several near-duplicates to call.
The dominant module_verb convention is well followed across most domains (dialplan_add_rule, cluster_drain_node, tls_check_expiry, subscriber_bulk_import). However, there are systematic deviations: a get_* family (get_process_list, get_memory_stats, get_tcp_connections, get_statistics), a gen_* family (gen_test_subscribers, gen_test_dispatcher), and prefix-less outliers like health_check, cleanup_test_data, and sl_stats break the otherwise predictable pattern.
236 tools is extreme bloat — over 15x the upper bound of a well-scoped server and 4x the 'too many' threshold. Even though OpenSIPS administration is genuinely broad, this surface would be far more usable split into focused servers (config, routing, media, monitoring, subscriber management).
Within each subdomain the coverage is unusually deep: dialplan, dispatcher, drouting, subscriber, TLS, fraud, and config lifecycle all have full CRUD or create/get/update/delete/reload chains, plus extras like config migration planning, snapshots, and load-testing harnesses. Minor gaps exist (address has no update, domain lacks update, no direct service start/stop control) but agents can work around them.