If you're building AI agents that need to answer "is this in stock?" or "what's the price?" with current data, this server exposes live commerce catalog and inventory through five read-only tools: search and list products, check real-time stock by SKU, get current pricing, and pull full product details including images and descriptions. It connects to Shopify, WooCommerce, and other ecommerce backends, solving the stale-scrape problem by letting agents query your actual product database at request time. The team behind it also runs controlled before-and-after audits measuring whether ChatGPT, Claude, Gemini, and Perplexity cite your store, which gives you a defensible way to track AI shopping visibility over time.
io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent