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SellOracle — Etsy Market Data for AI Agents MCP Server

@simonlin1212

Repository

Basic information

Category

Data & Analytics

Transports

stdio

Author

simonlin1212

Submitted by

simon lin

About SellOracle — Etsy Market Data for AI Agents MCP Server

Pre-computed Etsy market data for AI agents: a 0-100 Blue Ocean score per niche keyword (demand, saturation, concentration, freshness), niche reports, best sellers, top shops, and an Etsy fee/profit calculator. 14K+ scored niches refreshed weekly, every response carries a dataAsO

#etsy#e-commerce#market-data#niche-research#seller-tools

SellOracle — Etsy Market Data for AI Agents MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "selloracle": {
      "url": "https://selloracle.com/mcp",
      "headers": {
        "Authorization": "Bearer so_live_YOUR_KEY"
      }
    }
  }
}

SellOracle — Etsy Market Data for AI Agents MCP Server tools

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Overview

What is SellOracle — Etsy Market Data for AI Agents?

Pre-computed Etsy market data for AI agents, providing real Blue Ocean niche scores, demand & competition signals, best sellers, and top shops via a remote MCP server and REST API. It aggregates 45K+ listings into niche-level conclusions computed weekly from four signals (demand, saturation, concentration, freshness).

How to use SellOracle — Etsy Market Data for AI Agents?

Get a free API key at https://selloracle.com/dashboard, then connect your MCP client using the URL https://selloracle.com/mcp with your key (e.g., in Claude Desktop or Cursor). Alternatively, use the REST API with curl and the same key. The server uses Streamable HTTP transport with MCP protocol 2025-06-18.

Key features of SellOracle — Etsy Market Data for AI Agents

  • Pre‑computed Blue Ocean Score (0–100) for any niche keyword
  • 8 tools: niche score, reports, keyword search, best sellers, profit calculator, AI reply writer
  • Data covers 14K+ niches and 1,400+ shops, refreshed weekly
  • Remote MCP server and companion REST API using the same key
  • Free tier (100 data calls/day) with no credit card required
  • Independent project – not affiliated with Etsy, Inc.

Use cases of SellOracle — Etsy Market Data for AI Agents

  • Score a niche like “minimalist wedding invitation” for market viability
  • Discover low‑competition, high‑demand blue ocean niches for product research
  • Retrieve top‑selling listings and leading shops in any Etsy category
  • Calculate net profit after Etsy fees for a potential sale
  • Draft customer‑service replies in the seller’s voice

Frequently asked questions

1

How is the data sourced?

SellOracle computes derived, aggregated signals from publicly available data – it does not proxy or resell access to Etsy’s API.

2

Do I need to install anything locally?

No. SellOracle is a hosted remote server; no local install is needed. The server itself is closed‑source.

3

How often is the data refreshed?

Data is computed weekly. Every API response includes a `dataAsOf` field so you can verify freshness programmatically.

4

What transport does the MCP server use?

Streamable HTTP (single POST request/response) with MCP protocol version `2025-06-18`.

5

Is there a way to try it without an API key?

Yes, use the browser playground at https://selloracle.com/playground without a key.

Comments

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