A
licenseNot graded
qualityD
maintenance12 MCP tools for company research, lead scoring, outreach automation, and CRM sync — Claude, GPT, Gemini, Cursor, Windsurf.
MIT
swarmix-mcp
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TDQS
A3.7/5.0
Scored across 14 tools
Disambiguation4/5
Tools have clearly distinct purposes with minimal overlap. While create_agent and setup_business both create agents (one manual, one automated), descriptions clearly differentiate them. Similarly, get_activity (logs), get_agent_stats (metrics), get_funnel (conversion stages), and get_dashboard (overview) target different aspects of monitoring without confusion.
Naming Consistency5/5
Perfectly consistent verb_noun snake_case pattern throughout: create_agent, create_product, get_credits, list_agents, pause_agent, search_leads, etc. All 14 tools follow the same structural convention with clear action-oriented verbs.
Tool Count5/5
14 tools is ideal for an outreach automation platform—covering business setup, agent lifecycle management (CRUD equivalents), execution controls, analytics/monitoring, and lead management without bloat. Each tool earns its place in the workflow.
Completeness4/5
Strong coverage of the outreach domain: business/product setup, agent deployment, execution (run/pause/resume), multi-layered analytics (activity logs, stats, funnel, dashboard), and lead search. Minor gaps like missing explicit update_agent or delete_agent operations prevent a perfect score.
Maintenance
ActivityInactive
ResponsivenessNo issues