# Podcast Commerce Intelligence

Extract product mentions, sponsors, and trends from podcast transcripts. Returns structured data with product names, categories, confidence scores, recommendation strength, and aesthetic tags. Tools:…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add sincetoday/podcast-commerce-mcp

# Browse available tools
npx -y @smithery/cli@latest tool list sincetoday/podcast-commerce-mcp

# Get full schema for a tool
npx -y @smithery/cli@latest tool get sincetoday/podcast-commerce-mcp extract_podcast_products

# Call a tool
npx -y @smithery/cli@latest tool call sincetoday/podcast-commerce-mcp extract_podcast_products '{}'
```

## Direct MCP Connection

Endpoint: `https://podcast-commerce-mcp--sincetoday.run.tools`

**Optional config:**
- `apiKey` (query) — Optional API key for paid access beyond the 200 free calls/day.

## Tools (5)

- `extract_podcast_products` — Extract product and brand mentions from a podcast transcript. Returns structured data including product name, category,…
- `analyze_episode_sponsors` — Identify sponsor segments in a podcast episode and estimate read-through rates. Returns sponsor list, read type (host-r…
- `track_product_trends` — Compare product mentions across multiple podcast episodes to identify rising, stable, and falling product trends. Requi…
- `compare_products_across_shows` — Compare and rank product mentions across multiple podcast shows using cached extractions — no re-run. Collapses a 3-cal…
- `generate_show_notes_section` — Format extracted podcast products into a shoppable show notes section. Returns a ready-to-paste markdown or HTML produc…

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get sincetoday/podcast-commerce-mcp <tool-name>
```