{"id":"linuxserver-monica","name":"monica","af_score":24.5,"security_score":46.5,"reliability_score":37.5,"what_it_does":"Monica is an open-source CRM/personal relationship management application for tracking people, relationships, interactions, and contact details over time.","best_when":"You want a self-hostable (or deployable) personal CRM to maintain relationship history and reminders.","avoid_when":"You need a fully managed service with guaranteed SLAs and enterprise support, or you cannot operate/patch a self-hosted web app.","last_evaluated":"2026-04-04T19:35:53.013227+00:00","has_mcp":false,"has_api":false,"auth_methods":["Session-based authentication (web login)"],"has_free_tier":false,"known_gotchas":["No evidence provided here of an agent-friendly programmatic API (REST/GraphQL/MCP) with documented schemas.","Because this is a web application, automated agents would typically need to integrate via HTML/scraping or implement a custom integration after inspecting source code, which is brittle without official API contracts."],"error_quality":0.0}