> ## Documentation Index
> Fetch the complete documentation index at: https://docs.zuddl.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Ask Zuddl Analytics

> **Tool name:** `ask_zuddl_analytics` · **Behaviour:** 🔒 Read-only

Ask Zuddl's analytics agent an open-ended analytical question about your events/attendees/registrations; returns a natural-language answer. Pass the returned conversationId back on a follow-up call to continue the same conversation.

**MCP-only:** this tool has no equivalent Public API endpoint.



## OpenAPI

````yaml https://api.prod.zuddl.com/api/v3/api-docs/mcp-tools post /tools/ask_zuddl_analytics
openapi: 3.1.0
info:
  title: Zuddl MCP Tools Reference
  description: >-
    The Zuddl MCP server lets AI assistants such as Claude and ChatGPT work with
    your Zuddl organization through the [Model Context
    Protocol](https://modelcontextprotocol.io). This reference lists every tool
    the server offers. It is generated from the live server, so it always
    matches what your assistant sees.


    # Connecting


    Add `https://setup.zuddl.com/api/mcp` as a remote MCP server in your
    assistant. It signs you in to Zuddl with OAuth and then calls tools on your
    behalf, with your permissions. AI features must be enabled for your
    organization.


    # Calling a tool


    Assistants call a tool with a JSON-RPC `tools/call` request whose `name` is
    the tool name and whose `arguments` match the request body documented on the
    tool's page. The `/tools/<name>` paths in this reference identify tools;
    they are not HTTP endpoints.


    # Behaviour labels


    | Label | Meaning |

    | --- | --- |

    | 🔒 Read-only | Reads data and changes nothing. |

    | ✏️ Write | Creates or updates data, but does not delete it. |

    | ⚠️ Destructive | Deletes or removes data. Most assistants ask you to
    approve these calls. |

    | 🔁 Idempotent | Calling it again with the same arguments has no further
    effect. |


    A tool that mirrors a Public API endpoint links to that endpoint's page.
    MCP-only tools have no Public API equivalent.
  version: 1.0.0
servers:
  - url: https://setup.zuddl.com/api/mcp
    description: Zuddl MCP server
security:
  - oauth: []
tags:
  - name: Events
  - name: Attendees
  - name: Sessions
  - name: Speakers
  - name: Sponsors
  - name: Locations
  - name: Teams
  - name: Brand Kits
  - name: Registration flows & tickets
  - name: Analytics
paths:
  /tools/ask_zuddl_analytics:
    post:
      tags:
        - Analytics
      summary: Ask Zuddl Analytics
      description: >-
        **Tool name:** `ask_zuddl_analytics` · **Behaviour:** 🔒 Read-only


        Ask Zuddl's analytics agent an open-ended analytical question about your
        events/attendees/registrations; returns a natural-language answer. Pass
        the returned conversationId back on a follow-up call to continue the
        same conversation.


        **MCP-only:** this tool has no equivalent Public API endpoint.
      operationId: ask_zuddl_analytics
      requestBody:
        description: The tool's `arguments`, as sent in a JSON-RPC `tools/call` request.
        content:
          application/json:
            schema:
              type: object
              properties:
                question:
                  type: string
                  description: The question to ask the Zuddl analytics agent.
                conversationId:
                  type: string
                  description: >-
                    Conversation ID from a prior ask_zuddl_analytics call, to
                    continue that conversation with memory of earlier turns.
                    Omit to start a new conversation.
              required:
                - question
        required: true
      responses:
        '200':
          description: A JSON-RPC `tools/call` result. The tool's output is in `content`.
components:
  securitySchemes:
    oauth:
      type: http
      description: >-
        OAuth 2.1 access token. MCP clients obtain it themselves (dynamic client
        registration + PKCE) when you connect them to the server URL above.
      scheme: bearer

````

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