MCP planning server

MCP server for wedding planning

The MCP layer gives ChatGPT controlled planning capabilities instead of relying on unstructured prose.

Discuss the planner

What it means

The server exposes focused tools such as creating, updating and retrieving a wedding plan. Inputs and outputs are validated so the widget, demo chat and assistant share the same planning state.

01

What we deliver

  • Explicit tool contracts
  • Structured destination and partner matching output
  • Recoverable errors and missing-data prompts
  • A deployable Worker architecture
02

How we work

01

Model

Define the wedding brief and matching output as product contracts.

02

Validate

Use schemas to reject ambiguous or incomplete tool input.

03

Render

Return widget-ready state for ChatGPT and Plugin Lab.

04

Observe

Log meaningful operations without leaking private data.

03

Frequently asked questions

Why MCP?+

It gives ChatGPT a clear contract for what it may do and what data it receives.

Where does partner data come from?+

The roadmap moves matching from an in-file catalog to D1 data curated in Admin App.

Can tools make final decisions?+

No. Tools produce structure and suggestions; humans confirm consequential decisions.