This working paper lists some ideas on how to apply category theory to agents, and multi-agent systems. It focuses more on the distributivity and compositionality of agents, as well as on the emergence of sociality and properties, than on the intelligence or on the ability of agents to reason. It presents some categorical notions, and explains informally how they can be connected with agents and multi-agent systems.