Webotee AI Connect — Amazon Seller Intelligence

from ncosic

Brand, seller, ASIN info, and under-competed niches from your AI assistant.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

⌁ labsco summary — our analysis, not the vendor's

What it is — A hosted MCP connector that adds Webotee's Amazon brand, seller, niche, and buy-box research dataset to your own Claude or ChatGPT.

What you get —

Buy-box intelligence — 'Which sellers dominate the buy box on ?' and 24-month buy-box history per ASIN
Niche research — 'Find under-competed sub-categories worth sourcing in home & kitchen'
Seller/brand analysis — seller portfolios by estimated sales, unauthorized-seller detection, FBA sourcing scores
Price compare — Amazon vs Walmart; 50+ research tools total

Requirements — A paid Webotee plan (Starter $29/mo, 7-day trial); sign-in is via OAuth — no API keys and nothing to self-host; any remote-MCP client.

Cost snapshot — The public client is MIT; the service is paid — the README states Starter $29/mo or higher (a real price). It's Webotee's own dataset, no other vendor.

Setup effort — Add the hosted URL https://app.webotee.com/mcp and complete OAuth (~2 min).

Our take — Strong for Amazon FBA sellers who want research inside chat. Caveat: it requires a paid Webotee subscription and OAuth — the repo is just the client/docs, with all data fully hosted.

Source: the project README — summarized 2026-07-08.

⌁ readme from github — mirrored (latest on GitHub ↗)

Webotee — Amazon Product Research 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.

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).

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

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.

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

Copy & paste — that's it

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

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.

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.