Extract shoppable products and affiliate opportunities from newsletter content using AI-powered analysis. Built for developers integrating product discovery and monetization into newsletter platforms.
io.github.teamsincetoday/newsletter-commerce-mcp
Local install
STDIO
1 required env var
How models use it and what it is built for.
Extract shoppable products and affiliate opportunities from newsletter content using AI-powered analysis. Built for developers integrating product discovery and monetization into newsletter platforms.
Local install — runs as a subprocess.
Configuration this server reads at startup.
OpenAI API key for GPT-4o-mini product extraction (required)
Comma-separated paid API keys for unlimited calls (optional — omit for free tier: 200 calls/day)
Where to find authoritative docs and source for Teamsincetoday Newsletter Commerce.
Paste any of these into Agent Studio after connecting Teamsincetoday Newsletter Commerce.
Common questions about connecting and running Teamsincetoday Newsletter Commerce.
What does the newsletter-commerce-mcp server do?
It analyzes newsletter content to identify shoppable products and detect affiliate signals, enabling developers to monetize or enrich newsletter platforms with product data. It uses GPT-4o-mini for intelligent product extraction.
What API keys do I need to set up this server?
You must provide an OPENAI_API_KEY for GPT-4o-mini product extraction. Optionally, add MCP_API_KEYS (comma-separated) for paid tier access; without it, you're limited to 200 calls/day on the free tier.
How do I install and run newsletter-commerce-mcp?
Install via npm with `npx newsletter-commerce-mcp@0.1.3`. Set your OPENAI_API_KEY environment variable, then connect the stdio transport to your MCP client.
What's the difference between free and paid API access?
The free tier allows 200 calls/day. Paid tier (via MCP_API_KEYS) removes this limit, enabling unlimited product extraction calls for production newsletter platforms.
Can I use this server without an OpenAI API key?
No, OPENAI_API_KEY is required because the server relies on GPT-4o-mini for accurate product and affiliate signal extraction from unstructured newsletter text.
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