# Moose / Templates Examples Documentation – Python

## Included Files
1. moose/templates-examples/templates-examples.mdx

## Templates & Apps

Source: moose/templates-examples/templates-examples.mdx

Browse templates and demo apps for MooseStack

# Templates & Apps

Moose provides two ways to get started: **templates** and **demo apps**. Templates are simple skeleton applications that you can initialize with `moose init`, while demo apps are more advanced examples available on GitHub that showcase real-world use cases and integrations.

**Initialize a template:**
```bash filename="Terminal" copy
moose init PROJECT_NAME TEMPLATE_NAME
```

**List available templates:**
```bash filename="Terminal" copy
moose template list
```

## Popular Apps

---

## Browse Apps

### Nextjs + Express + MCP demo app: Aircraft data [#plane-transponder-demo]

Complete demo application featuring real-time aircraft transponder data with MCP chat integration.

**Repository:** [https://github.com/514-labs/planes](https://github.com/514-labs/planes)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Next.js
  Express
  MCP
  Moose OLAP
  ClickHouse
  </div>
</div>

---

### Postgres to ClickHouse CDC with Debezium [#postgres-clickhouse-cdc]

Easy-to-run demo of a CDC pipeline using Debezium, PostgreSQL, Redpanda, and ClickHouse.

**Repository:** [https://github.com/514-labs/debezium-cdc](https://github.com/514-labs/debezium-cdc)

**Blog Post:** [Code-First CDC to ClickHouse with Debezium, Redpanda, and MooseStack](https://www.fiveonefour.com/blog/cdc-postgres-to-clickhouse-debezium-drizzle)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  CDC
  Debezium
  PostgreSQL
  Redpanda
  ClickHouse
  Drizzle ORM
  </div>
</div>

---

### User-facing analytics reference app (Postgres + Clickhouse + React) [#foobar-ufa]

A complete reference architecture showing how to add a dedicated analytics microservice to an existing application without impacting your primary database. Features Postgres + ClickHouse + React frontend with chat analytics.

**Repository:** [https://github.com/514-labs/area-code/tree/main/ufa](https://github.com/514-labs/area-code/tree/main/ufa)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  PostgreSQL
  ClickHouse
  React
  TanStack Query
  Supabase
  Moose OLAP
  Moose Streaming
  Moose APIs
  Elasticsearch
  Temporal
  </div>
</div>

---

### User-facing analytics reference app (Clickhouse Cloud + React) [#foobar-ufa-lite]

A simplified version of the UFA architecture using ClickHouse Cloud + React frontend with chat analytics. This version demonstrates a cloud-native approach without local infrastructure dependencies.

**Repository:** [https://github.com/514-labs/area-code/tree/main/ufa-lite](https://github.com/514-labs/area-code/tree/main/ufa-lite)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  ClickHouse Cloud
  React
  Moose OLAP
  Moose APIs
  </div>
</div>

---

## Browse Templates

### TypeScript (Default) [#typescript-default]

Default TypeScript project, seeded with foobar example components.

```bash filename="Terminal" copy
moose init PROJECT_NAME typescript
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/typescript](https://github.com/514-labs/moosestack/tree/main/templates/typescript)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Moose APIs
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### Python (Default) [#python-default]

Default Python project, seeded with foobar example components.

```bash filename="Terminal" copy
moose init PROJECT_NAME python
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/python](https://github.com/514-labs/moosestack/tree/main/templates/python)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Moose APIs
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### TypeScript (Empty) [#typescript-empty]

Empty TypeScript project with minimal structure.

```bash filename="Terminal" copy
moose init PROJECT_NAME typescript-empty
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/typescript-empty](https://github.com/514-labs/moosestack/tree/main/templates/typescript-empty)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  TypeScript
  Moose OLAP
  </div>
</div>

---

### Python (Empty) [#python-empty]

Empty Python project with minimal structure.

```bash filename="Terminal" copy
moose init PROJECT_NAME python-empty
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/python-empty](https://github.com/514-labs/moosestack/tree/main/templates/python-empty)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Python
  Moose OLAP
  </div>
</div>

---

### Next.js (Empty) [#nextjs-empty]

TypeScript project with a Next.js frontend (empty).

```bash filename="Terminal" copy
moose init PROJECT_NAME next-app-empty
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/next-app-empty](https://github.com/514-labs/moosestack/tree/main/templates/next-app-empty)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Next.js
  TypeScript
  Moose APIs
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### Express.js [#express]

TypeScript project using Express for serving analytical APIs.

```bash filename="Terminal" copy
moose init PROJECT_NAME typescript-express
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/typescript-express](https://github.com/514-labs/moosestack/tree/main/templates/typescript-express)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Express.js
  TypeScript
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### TypeScript MCP [#typescript-mcp]

TypeScript project with an MCP (Model Context Protocol) implementation using Express. The included example tool enables LLMs to query ClickHouse.

```bash filename="Terminal" copy
moose init PROJECT_NAME typescript-mcp
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/typescript-mcp](https://github.com/514-labs/moosestack/tree/main/templates/typescript-mcp)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  TypeScript
  MCP
  Express
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### FastAPI [#fastapi]

Python project using FastAPI for serving analytical APIs.

```bash filename="Terminal" copy
moose init PROJECT_NAME python-fastapi
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/python-fastapi](https://github.com/514-labs/moosestack/tree/main/templates/python-fastapi)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  FastAPI
  Python
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### FastAPI (Client-Only) [#fastapi-client-only]

FastAPI client-only project using MooseStack libraries without requiring the Moose runtime.

```bash filename="Terminal" copy
moose init PROJECT_NAME python-fastapi-client-only
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/python-fastapi-client-only](https://github.com/514-labs/moosestack/tree/main/templates/python-fastapi-client-only)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  FastAPI
  Python
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### ADS-B (Aircraft Tracking) [#adsb]

Real-time aircraft transponder data tracking.

```bash filename="Terminal" copy
moose init PROJECT_NAME ads-b
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/ads-b](https://github.com/514-labs/moosestack/tree/main/templates/ads-b)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Moose APIs
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>

---

### ADS-B with Frontend [#adsb-frontend]

Real-time aircraft transponder data with a React frontend.

```bash filename="Terminal" copy
moose init PROJECT_NAME ads-b-frontend
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/ads-b-frontend](https://github.com/514-labs/moosestack/tree/main/templates/ads-b-frontend)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Next.js
  React
  Moose APIs
  Moose OLAP
  Moose Workflows
  </div>
</div>

---

### Live Heart Rate Leaderboard [#heartrate]

Live heart rate leaderboard inspired by F45 with Streamlit frontend.

```bash filename="Terminal" copy
moose init PROJECT_NAME live-heartrate-leaderboard
```

**Repository:** [https://github.com/514-labs/moosestack/tree/main/templates/live-heartrate-leaderboard](https://github.com/514-labs/moosestack/tree/main/templates/live-heartrate-leaderboard)

<div>
  <p><strong>Key Features:</strong></p>
  <div className="flex flex-wrap gap-2 mt-2 mb-4">
  Streamlit
  Python
  Moose APIs
  Moose OLAP
  Moose Streaming
  Moose Workflows
  </div>
</div>