rasa-setting-up-react-agents

To configure ReAct sub-agents in Rasa CALM, you define autonomous agents that reason and act by selecting MCP tools. You can customize agent types, filter tool access, and override prompts to achieve dynamic tool selection.

Yes, you can restrict an autonomous agent's access to specific MCP tools in Rasa by using include and exclude lists. This tool filtering controls exactly which MCP tools the ReAct sub-agent can utilize during its reasoning loop.

General-purpose ReAct sub-agents handle broad reasoning and acting loops across available MCP tools, while task-specific agents are customized for focused behaviors. You choose between these agent types based on your dynamic tool selection requirements.

You can add custom Python tools to a Rasa ReAct sub-agent through the configuration's customization options. This allows you to override input and output processing and integrate bespoke logic alongside standard MCP tools.

Yes, ReAct sub-agents in Rasa CALM integrate with MCP servers defined in endpoints.yml. This configuration provides the autonomous reasoning and acting loops with the necessary tool endpoints to execute tasks.

Yes, you can override the prompts used by ReAct sub-agents for autonomous reasoning. The configuration supports prompt customization, allowing you to tailor the agent's reasoning and acting loops to specific task requirements.