Amazon Product Research

License: MIT Smoke test MCP

Amazon brand, seller, niche & buy-box intelligence — inside your own Claude or ChatGPT.

Webotee AI Connect adds Webotee's Amazon operator, brand, niche and seller research dataset to the AI you already use. Ask a question in Claude or ChatGPT and it queries the Webotee dataset directly — a research connector for sellers, built on 2+ years of daily US (and UK) marketplace observations of the BSR top‑1M+.

👉 Product page / start a 7‑day free trial: https://www.webotee.com/amazon-product-research-mcp

This repository is the public client + docs + manifest for the connector. The Webotee MCP server is fully hosted at https://app.webotee.com/mcp — there's nothing to self-host, no server to run, and no third-party API keys to bring. You add the URL to your assistant and sign in with your Webotee account (OAuth, ~2 minutes). The data is Webotee's own — you don't connect or pay for any other service.

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What you can ask (in your own Claude or ChatGPT)

• "Which sellers dominate the buy box on <brand>?"
• "Find under‑competed sub‑categories worth sourcing in home & kitchen."
• "What other brands does seller <X> carry, by estimated sales?"
• "Who's controlled the buy box on ASIN <B0…> over the past 24 months?"
• "Score this ASIN for FBA sourcing — velocity, gating risk, margin."
• "Is <brand> under attack — new sellers flooding the listings?"
• "Show unauthorized sellers on <brand> given my authorized list."
• "Compare this ASIN's price on Amazon vs Walmart."

See examples/prompts.md for more, and docs/tools.md for the full tool catalog (50+ research tools).

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Requirements

• A paid Webotee plan — Starter ($29/mo, 7‑day free trial) or higher. Start a trial →
• An AI client that supports remote MCP connectors: Claude (Desktop/Web), ChatGPT (Developer Mode), Cursor, VS Code, Claude Code.
• Sign‑in is via OAuth in your browser — no API keys to copy or bring, nothing to self‑host or store.

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Setup (~2 minutes)

The connector URL is the same everywhere:

https://app.webotee.com/mcp

Claude (Desktop or Web): Settings → Connectors → Add custom connector → paste the URL → complete the Webotee sign‑in (OAuth) → approve. Full steps: docs/setup.md.

ChatGPT: Settings → Apps & Connectors → enable Developer Mode → Create → name it "Webotee", paste the URL, set auth to OAuth → enable it from the + (tools) menu in a chat. Steps: docs/setup.md.

Cursor / VS Code / Claude Code (or any client that only speaks local stdio): point it at the remote server through mcp-remote:

// examples/configs/cursor_mcp.json
{
  "mcpServers": {
    "webotee": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://app.webotee.com/mcp"]
    }
  }
}

Ready‑to‑paste configs: examples/configs/. Auth details: docs/auth.md.

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Pricing & daily AI Connect limits

The connector is available on every paid plan; each tool call your AI makes counts as one AI Connect call against that day's allowance.

Plan	Price	AI Connect calls / day
Starter	$29/mo (7‑day trial)	200
Scout	$89/mo	1,000
Scout Pro	$179/mo	3,000
Scout + Protect	$295/mo	10,000

Full pricing: https://www.webotee.com/pricing

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What it is — and isn't

• It is Amazon seller research surfaced as tools your AI can call: brands, sellers, ASINs, niches, buy‑box history and cross‑marketplace overlap, from a pre‑collected research dataset.
• It is not a live shopping agent and not an account‑automation bot. The connector reads and explains — it does not place orders or change your Amazon listings. Answers come from historical, pre‑collected intelligence, so they're consistent, fast and citeable. Treat every answer as a researched starting point to validate, not a guarantee.

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Links

• Product / trial: https://www.webotee.com/amazon-product-research-mcp
• Pricing: https://www.webotee.com/pricing
• Tool catalog: docs/tools.md
• Setup guide: docs/setup.md
• Quickstart (Python): examples/quickstart.py

A product by CP Development d.o.o. · Amazon is a trademark of Amazon.com, Inc.; Webotee is not affiliated with Amazon. · MIT License