Related Servers

Most tools are clearly separated by resource (agents, playbooks, campaigns, audiences, billing, webhooks, analytics), but there is notable overlap in the analytics cluster: get_usage_stats, get_duration_stats, get_latency_summary, get_dashboard, get_call_volume, get_call_outcomes, get_agent_performance, get_hourly_performance, get_pickup_rates, get_phone_number_trends, get_weekly_trends, get_attempt_cohorts, get_call_counts_by_day, get_credit_usage, get_call_start_distribution, and get_daily_summary all return usage/performance metrics with subtly different slices. An agent could easily pick the wrong analytics tool. The playbook/branch/draft/revision cluster (update_playbook, add_playbooks, configure_playbooks, get_playbooks, list_branches, create_branch, get_branch_draft, publish_draft, list_revisions, get_revision, diff) is also dense and requires careful reading to distinguish.

The dominant pattern is verb_noun (get_agents, create_agent, update_agent, delete_agent, list_calls, make_call, publish_draft, redeem_coupon), which is consistent and predictable. Minor deviations exist: 'diff' is a bare verb with no noun, and 'chat_with_agent' uses a prepositional phrase rather than a simple verb_noun form. Overall the naming is highly readable and follows a clear convention.

84 tools is far beyond the typical well-scoped MCP server range. While the server covers many domains (agents, playbooks, campaigns, audiences, calls, billing, webhooks, analytics, TTS/STT), the sheer count creates a heavy surface that is difficult for an agent to navigate. The analytics section alone has 16+ tools that could be consolidated. This feels like a full REST API dump rather than a curated MCP tool set.

The tool surface is remarkably comprehensive: full CRUD for agents, playbooks, campaigns, audiences, webhooks, and branches; call lifecycle (make_call, debug_call, list_calls, export_campaign_logs); billing and credit management; and extensive analytics. Minor gaps exist — there is no update_campaign or update_audience tool, and no way to unarchive an agent — but these are workarounds (delete/recreate, or use the web app). For the stated purpose of managing the Smallest AI platform, coverage is strong.