{"id":"apiliumcode-mayros","name":"mayros","af_score":45.0,"security_score":42.5,"reliability_score":28.8,"what_it_does":"Mayros is an open-source AI agent framework (TypeScript/Node) that runs locally on a user’s devices. It provides a coding/agent CLI (TUI) and a local Gateway control plane that can connect to many messaging channels, while using a knowledge graph/semantic memory (AIngle Cortex) and offering MCP server & client support for tool integration. It also includes multi-agent orchestration features and extensibility via plugins and markdown-defined agents/commands.","best_when":"You want a local-first, extensible agent system that can integrate with multiple messaging channels and use persistent semantic memory, with an MCP path for tool interoperability.","avoid_when":"You need a minimal dependency footprint, a strictly stateless API, or you require formally documented security controls, error contracts, and operational guarantees (SLA/retry/idempotency) that are not evidenced in the provided material.","last_evaluated":"2026-03-30T15:43:16.733126+00:00","has_mcp":true,"has_api":false,"auth_methods":["Device/channel pairing approval flow (pairing code + mayros pairing approve <channel> <code>)"],"has_free_tier":false,"known_gotchas":["Broad multi-channel integrations can introduce brittle, channel-specific edge cases (rate limits, message formatting, auth tokens per channel).","Local Gateway and daemon setup may require careful lifecycle management and port configuration (example given: ws://127.0.0.1:18789).","Persistent memory/knowledge graph increases the importance of safe data handling and permissioning; misuse of permissions could have lasting effects."],"error_quality":0.0}