Devpost Google_Cloud_Rapid_Agent

general MCP Server

FanZone 2026 - Gemini + MongoDB MCP agent for FIFA World Cup 2026 trip planning. Google Cloud Rapid Agent Hackathon submission (MongoDB track).

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Why This Matters

Discovered via github-topic:mcp and last synced 4mo ago.

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Available Tools (16)

GOOGLE_GENAI_USE_VERTEXAI

`false`

_required_

Google AI Studio key. Either name works.

4

**Geospatial** (`$geoNear` over `2dsphere` index)

GEMINI_MODEL_FALLBACKS

`gemini-2.5-pro,gemini-2.5-flash,gemini-2.0-flash`

MONGODB_DB

`fanzone`

Capability

Where it shows up

PyMongo

Mongo MCPTools -->

Tool

Source

Variable

Default

MONGODB_URI

`mongodb://fanzone-mongo:27017/fanzone`

LOG_LEVEL

`INFO`

FanZone

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1

**CRUD via the official MCP server**

2

**Aggregation pipelines** (`$group`, `$lookup`, `$reduce`, `$zip`)

3

**Vector similarity search** (cosine in pipeline today; Atlas `$vectorSearch`-ready)

GEMINI_MODEL

`gemini-3-pro-preview`