generated: '2026-07-20'
method: derived
status: candidate
source: openapi/rasa-http-api-openapi.yml
note: Rasa publishes an official "Rasa Tools" MCP server (referenced on the docs home for use in Cursor,
  Claude Code, VS Code and JetBrains IDEs) that helps developers BUILD Rasa assistants; its exact install
  config and tool list were not captured verbatim in this pass. The tool list below is a CANDIDATE derived
  from the self-hosted Rasa HTTP API operations, not the published Rasa Tools server. Rasa CALM also natively
  CONSUMES external MCP tools from within flows (see the rasa-agent-skills repo).
server:
  name: rasa
  transport: http
tools:
- name: get_status
  description: Return the status of the Rasa server and the loaded model.
  source_operation: openapi/rasa-http-api-openapi.yml#getStatus
- name: get_conversation_tracker
  description: Retrieve the tracker (state) of a conversation by id.
  source_operation: openapi/rasa-http-api-openapi.yml#getConversationTracker
- name: add_conversation_message
  description: Add a user message to a conversation and run prediction.
  source_operation: openapi/rasa-http-api-openapi.yml#addConversationMessage
- name: predict_conversation_action
  description: Predict the next action for a conversation without executing it.
  source_operation: openapi/rasa-http-api-openapi.yml#predictConversationAction
- name: execute_conversation_action
  description: Run an action in a conversation and return the resulting events.
  source_operation: openapi/rasa-http-api-openapi.yml#executeConversationAction
- name: trigger_conversation_intent
  description: Inject an intent into a conversation as if the user had expressed it.
  source_operation: openapi/rasa-http-api-openapi.yml#triggerConversationIntent
- name: parse_model_message
  description: Parse a message with the NLU model and return intent + entities.
  source_operation: openapi/rasa-http-api-openapi.yml#parseModelMessage
- name: train_model
  description: Train a Rasa model from posted training data.
  source_operation: openapi/rasa-http-api-openapi.yml#trainModel
- name: replace_model
  description: Load/replace the active model on the server.
  source_operation: openapi/rasa-http-api-openapi.yml#replaceModel
- name: get_domain
  description: Return the domain (intents, entities, slots, responses, actions).
  source_operation: openapi/rasa-http-api-openapi.yml#getDomain
deployment:
  mode: none
  verified: derived
  tools: 10
  checked: '2026-08-12'
  source: catalog MCP census