Connect-MCP

Shipstry Launch Data

com.shipstry/launch-data · v1.0.0

Weekly product launch data from Shipstry: launches, winners, and category benchmarks.

MCPremoteno credentialsE-commerceWeb search & scraping

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 7 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 93/100

What it does: 7 tools · 7 read, 0 write · E-commerce, Web search & scraping

Test call list_categories: worked (1,225 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +3
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://shipstry.com/mcp

Tools

7 tools listed at last check
  • list_categories List Shipstry's product categories with the number of approved products in each. Call this first when you need a valid category slug for the other tools.
  • search_launches Search approved Shipstry launches by keyword, category, or tag. Keyword matching covers product name and tagline. Returns compact records with votes, ship week, awards, and the canonical Shipstry URL.
  • get_launch Fetch one approved launch with its description, tags, awards, and maker name. Identify it by Shipstry product id, product slug, its Shipstry URL, or its own website URL.
  • list_ship_week List the products that launched in one ship week (Monday-Sunday UTC, keyed YYYYMMDD). Defaults to the current week. During Fog Mode vote counts for the current week are hidden and the order is random.
  • get_winners Weekly or monthly medal winners (gold, silver, bronze). Returns the most recent periods by default, or one period when `period` is given. Use this to see what actually won, not just what launched.
  • get_category_landscape Benchmark a category over a window of ship weeks: how many products launched, the vote distribution (mean, p50, p75, p90, max), the top launches, how many medals were awarded, and the tags that appear most. Use this to judge how crowded a space is and what a winning launch looks like there.
  • check_url Check whether a website URL is already listed on Shipstry, using the same normalization as submission duplicate detection. Only approved listings are visible.

Badge

Connect-MCP badge for com.shipstry/launch-data

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/com.shipstry/launch-data.svg)](https://clawy.uk/mcp/s/com.shipstry/launch-data)

Website