Shipstry Launch Data
mcp remote · streamable-http · v1.0.0 · source: crawl
https://shipstry.com/mcp
Weekly product launch data from Shipstry: launches, winners, and category benchmarks.
Works
100
Verified Oct 31, 2026 · p50 620 ms · p95 803 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'shipstry-launch-data' |
| tools_listed | 15 | pass | 7 tools |
| schema_complete | 15 | pass | 7 of 7 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 620 ms |
| latency_p95 | 5 | pass | p95 803 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (7)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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. | typed |
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. | typed |
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. | typed |
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. | typed |
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 | typed |
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. | typed |
Badge
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[](https://app.agent-xm.com/a/com-shipstry-launch-data)
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