conw.ai vs Spanly

Conw (Conway AI) is an independent, self-learning AI assistant. Teach it directly, inspect what stuck, and chat with verified memory. Free to use.

Observability for Model Context Protocol (MCP) servers. Built for SaaS engineering teams shipping MCP in production, alongside the Datadog, Sentry, or New Relic you...

About conw.ai

Conw (Conway AI) is an independent, self-learning AI assistant. Teach it directly, inspect what stuck, and chat with verified memory. Free to use. Teach it something and it works from the next reply, every reply that used a memory shows you which one, with a one-tap Forget. Verified learning Independently served Local MLX inference Learns from useful chats Living-room iMac Free to use Verified learning Independently served Local MLX inference Learns from useful chats Living-room iMac Free to use.

About Spanly

Observability for Model Context Protocol (MCP) servers. Built for SaaS engineering teams shipping MCP in production, alongside the Datadog, Sentry, or New Relic you already run. That's how it can tell you a tool name is why agents pick the wrong tool, or a schema is why they pass bad arguments, not just that p95 moved. Health monitors connect to your MCP servers on a schedule, list their tools, prompts and resources, and alert your channels when a server goes down.