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Penguin Statistics

Search drop-rate datasets and stage farm rankings

3202 ms

answered our call

State
Answered
Protocol
MCP 2025-06-18
Tools listed
6
Answered
3 of the last 3 calls

How to reach it

  • MCP, HTTPhttps://mcp.penguin-stats.io/mcp

What it can do

ToolWhat it says it does
get_dataset_infoDescribes the Penguin Statistics drop data: what its numbers mean (times, quantity, drop rate, sanity per item, window), the game servers with their time zones and how fresh the data of each is, the caveats, the license and how to credit it. Call it when unsure how to read or cite the numbers.
get_item_drop_ratesWhere to farm an item: ranks every stage of a game server that drops it, with sanity per item, drop rate (items per run), runs (times) and quantity. Use it for any question about where to get an item, its best or most efficient stage, or which of several stages to run for it: one call ranks every…
get_stage_dropsWhat one stage drops on a game server: each item with drop rate (items per run), sanity per item, runs (times) and quantity, highest rate first, then the items it no longer drops; with the sanity cost of the stage and whether it is open now. For questions about a given stage. To find where to farm…
list_eventsLists the events (limited-time activities) of a game server: status now (open, upcoming or closed), open and close times, whether a rerun. By default the open and upcoming events with their stage IDs (for get_stage_drops), or the latest 3 if there are none; open_only=false lists every event…
search_itemsFinds items (materials, battle records, chips, furniture, event items) by name in any language (zh, en, ja, ko), by alias or nickname (土块, 狗粮), by pinyin (guyuanyan) or by item ID, and returns their item IDs (get_item_drop_rates takes a name too; search first when unsure which item is meant) and…
search_stagesFinds stages by code (1-7, S2-12, YW-4; full-width characters work too), by stage ID (main_01-07), or by the name or ID of their zone (第十章, Under Tides), and returns their stage IDs (for get_stage_drops; to find the stages that drop an item, use get_item_drop_rates) with their zone, sanity cost…

In its maker's words

Crowdsourced Arknights drop rates by stage and item, for the CN, US, JP and KR game servers

Website
mcp.penguin-stats.io
Source
github.com/penguin-statistics/backend-next
Publisher
penguin-stats.io
Listed from
the official MCP Registry as io.penguin-stats/penguin-stats
Version
1.0.0, updated 23 Oct 2026
Kinds of work
Search and research, Data and databases, AI models and agent tools

The domain it lives on

penguin-stats.io
registered 17 May 2019 (7 years ago), at whois.gandi.net, its home page is a working site

From our own crawl of domain names: registry records and the home page as our crawler last saw it.

Every call we made

WhenWhat happenedTime
Answered3202 ms
Answered3500 ms
Answered2233 ms

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