{"id":"memohai-memoh","name":"Memoh","af_score":43.8,"security_score":50.8,"reliability_score":31.2,"what_it_does":"Memoh is a self-hosted, always-on AI agent platform that runs multiple independent bot instances in containers with persistent long-term memory. It provides a web UI and integrates with multiple messaging channels (e.g., Telegram/Discord/Feishu/Matrix/WeChat/Email), supports tool use including MCP, and includes capabilities like browser automation and scheduled tasks.","best_when":"You want a self-hosted multi-agent system with persistent memory and chat/channel integrations, and you are comfortable operating Docker/containerized infrastructure.","avoid_when":"You cannot provide/mange required credentials for external channels/providers or cannot audit/adapt the deployment security settings (since detailed security controls are not shown in the provided README).","last_evaluated":"2026-03-30T13:24:43.003123+00:00","has_mcp":true,"has_api":true,"auth_methods":["Web UI login (default username/password mentioned in README)","Provider OAuth for some model/providers (described at feature level)"],"has_free_tier":false,"known_gotchas":["Self-hosted deployment requires correct container/network configuration; failures may look like agent/tool errors.","Memory and tool providers may depend on external services (LLM providers, Qdrant/Postgres, MCP tool servers).","Default web UI credentials are insecure for real deployments (admin/admin123)."],"error_quality":0.0}