KitScout

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Penguin Statistics

MCP serverVerified domain · penguin-stats.ioRemote● LiveFree to try

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

Install

Remote server: your requests and data go to mcp.penguin-stats.io. Claude Code: claude mcp add --transport http penguin-statistics https://mcp.penguin-stats.io/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • get_dataset_info — Describes the Penguin Statistics drop data: what its numbers mean (times, quantity, drop rate, sanity per item, window), the game servers wi
  • get_item_drop_rates — Where 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 q
  • get_stage_drops — What one stage drops on a game server: each item with drop rate (items per run), sanity per item, runs (times) and quantity, highest rate fi
  • list_events — Lists the events (limited-time activities) of a game server: status now (open, upcoming or closed), open and close times, whether a rerun. B
  • search_items — Finds items (materials, battle records, chips, furniture, event items) by name in any language (zh, en, ja, ko), by alias or nickname (土块, 狗
  • search_stages — Finds 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,

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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