PricePilot

@vantage-meridian-group

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a month ago

# competitive-intelligence

# category-benchmarks

Cross-channel CPG pricing intelligence — Amazon category benchmarks (percentile rank, trend, tier breakdown) for multi-channel brands selling on Amazon plus retail, DTC, or wholesale. Six tools across 800+ tracked products in Grocery, Health & Beauty, Household, and Pet Supplies. Free alternative to enterprise category data.

概要ツールコメント

概要

PricePilot MCP Server

Free Amazon pricing intelligence for multi-channel CPG brands, exposed as a Model Context Protocol server. Six read-only tools over weekly Buy Box scans across Grocery, Health & Beauty, Household, and Pet Supplies.

A free alternative to NielsenIQ / SPINS syndicated category data — accessible from any MCP client (Claude Desktop, Claude.ai, Cursor, Continue, agent frameworks).

What it does

Given a price and a category, the server answers questions like:

Where does this Amazon price sit against 100+ tracked competitors?
Is the category trending up, stable, or falling over the last 30 days?
What are the budget / midmarket / premium price bands?
How do these N SKUs stack against each other on the shelf?

The server returns derived statistics only — percentile rank, Price Index, trend direction, tier bands. No raw competitor prices are exposed.

Connect

Hosted endpoint (no install)

{
  "mcpServers": {
    "pricepilot": {
      "url": "https://pricepilot-mcp.onrender.com/mcp"
    }
  }
}

No API key. Rate limited to 60 requests/minute, 1000/day.

Claude Desktop (one-click, recommended)

Use the official .mcpb extension at https://github.com/vantage-meridian-group/pricepilot-mcpb/releases/latest — drag-and-drop into Claude Desktop.

Local stdio (for development)

pip install -e .
DATABASE_URL=postgresql://... python -m pricepilot_mcp

Tools

Tool	What it returns
`get_price_position`	Percentile rank, Price Index, position (Value / Parity / Premium) for a single price
`get_category_trend`	30-day trend direction (Rising / Stable / Falling) with sample size
`get_category_overview`	Tier breakdown (budget / midmarket / premium bands) and median
`compare_products`	Per-SKU stack rank for a list of products against the category
`list_categories`	Available categories with product counts and trend — call this first
`server_status`	Health and data freshness (degraded if seed is >10 days old)

All tools are readOnlyHint=true, destructiveHint=false, openWorldHint=false.

Architecture

FastMCP with Streamable HTTP and stdio transports
SQLAlchemy + PostgreSQL for benchmark snapshots (read-only from the server's perspective)
Rate-limited per-consumer with daily and per-minute buckets
Dockerfile included; deploys to any container host (production runs on Render)

Run with Docker

docker build -t pricepilot-mcp .
docker run -p 8081:8081 -e DATABASE_URL=postgresql://... pricepilot-mcp

Operator note

The MCP server is the free, category-level surface of PricePilot. Per-SKU pricing recommendations (R1 price-alignment is live; R2 / R3 / R5 expanding through Q2) are delivered via the paid platform at https://app.pricepilot.vantagemeridiangroup.com.

License

MIT — see LICENSE.

Playgroundで試す

サーバー設定

{
  "mcpServers": {
    "pricepilot": {
      "url": "https://pricepilot-mcp.onrender.com/mcp"
    }
  }
}

Build with ShipAny.