Penguin Statistics — Claude Code MCP server: install
Query Arknights item drop statistics by stage and game server through an AI assistant. Useful when you want drop data in a chat instead of looking it up separately.
claude mcp add --transport http penguin-stats https://mcp.penguin-stats.io/mcpWhat Penguin Statistics does
Penguin Statistics gives an AI assistant access to player-reported Arknights drop data. Ask about an item or stage across the CN, US, JP and KR game servers.
The MCP endpoint uses Streamable HTTP, requires no authentication and is read-only. In Claude Code, connect it with claude mcp add --transport http penguin-stats https://mcp.penguin-stats.io/mcp. The data carries a CC BY-NC 4.0 license: commercial use is excluded, and you must credit it as Data: Penguin Statistics (penguin-stats.io), CC BY-NC 4.0.
What it helps with
- check an item's reported drop rate on a stage
- compare item drops across CN and US servers
- find stages where a requested item drops
- look up drop data for the JP server
Example prompts for the agent
- Find Arknights stages where this item drops.
- Compare the reported drop data for this item on CN and US servers.
- Show the drop data for this stage on the JP server.
How to install Penguin Statistics
Platform CLI: remote server
claude mcp add --transport http penguin-stats https://mcp.penguin-stats.io/mcpPlatform CLI: remote server
codex mcp add penguin-statistics --url https://mcp.penguin-stats.io/mcpConfig file
{
"mcpServers": {
"penguin-statistics": {
"url": "https://mcp.penguin-stats.io/mcp"
}
}
}Config file
{
"servers": {
"penguin-statistics": {
"type": "http",
"url": "https://mcp.penguin-stats.io/mcp"
}
}
}Platform CLI: remote server
gemini mcp add -t http penguin-statistics https://mcp.penguin-stats.io/mcpStep by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more
Questions about Penguin Statistics
How do I install Penguin Statistics in Claude Code?
Run claude mcp add --transport http penguin-stats https://mcp.penguin-stats.io/mcp to connect the server over HTTP.
What does Penguin Statistics do?
It lets an AI assistant query player-reported Arknights drop statistics by item, stage and game server.
Does the MCP server need an API key?
No. The endpoint requires no authentication and provides read-only access.
