Mazza Group AI APIs MCP Tools

• demo_free

  demo free

• event_ops

  event ops

• ai_consultation

  ai consultation

• workflow_automation

  workflow automation

• chatbot

  chatbot

• web_agent

  web agent

• simulation

  simulation

• worldbuilder

  worldbuilder

• mcp_eval

  mcp eval

• knowledge_recall

  knowledge recall

• autoflow

  autoflow

• rag_query

  rag query

• negotiation_advisor

  negotiation advisor

• desktop_assistant

  desktop assistant

• longform_qa

  longform qa

• text_to_sql

  text to sql

• model_arena

  model arena

• design_recommendations

  design recommendations

• temporal_orchestration

  temporal orchestration

• puzzle_solver

  puzzle solver

• storyforge

  storyforge

• sheets_automation

  sheets automation

• character_roleplay

  character roleplay

This list was read from the server itself, by connecting to it and calling tools/list on 11 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.