{"id":"callhub-callhub-mcp","name":"CallHub","af_score":71.5,"security_score":63.0,"reliability_score":41.2,"what_it_does":"CallHub MCP is a Python-based Model Context Protocol server that provides Claude with programmatic access to CallHub's contact center API, enabling management of contacts, phonebooks, agents, teams, campaigns, and other call center resources.","best_when":"Organizations already using CallHub need to automate contact/campaign management through natural language via Claude.","avoid_when":"Real-time call handling is needed, or when CallHub API integration should not depend on Python/MCP infrastructure.","last_evaluated":"2026-04-04T22:16:01.223163+00:00","has_mcp":true,"has_api":false,"auth_methods":["API Key (username + API key)","Multi-account support via environment variables"],"has_free_tier":false,"known_gotchas":["Agent activation workflow is complex: pending agents created via API are not visible through listAgents even with include_pending=true","Pending agents must verify email before becoming active","MCP server requires manual restart after code changes; documentation explicitly warns agents to never assume restart occurred","Selenium browser automation features present but caution advised in security section","Multiple account configuration via environment variables requires correct naming convention (CALLHUB_ACCOUNT_API_KEY format)"],"error_quality":80.0}