# Penguin Statistics

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.

- MCP server · `type=mcp` · Claude Code, Codex, Cursor, GitHub Copilot, Windsurf (Devin Desktop), Cline, Zed, Gemini CLI · ★ 202
- Author: penguin-statistics
- License: MIT · policy=link-only · description only; the file stays with the author
- Source: https://github.com/penguin-statistics/backend-next
- Updated: 2026-10-23
- HTML: https://affpapa.org/en/nevibecode/mcp/penguin-statistics

## What it 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`.

## Requirements
- Remote server: `https://mcp.penguin-stats.io/mcp`

## Install

### Claude Code (native platform)

**Platform CLI: remote server**
```bash
claude mcp add --transport http penguin-stats https://mcp.penguin-stats.io/mcp
```

### Codex

**Platform CLI: remote server**
```bash
codex mcp add penguin-statistics --url https://mcp.penguin-stats.io/mcp
```

### Cursor

**Config file**
File `.cursor/mcp.json`:
```json
{
    "mcpServers": {
        "penguin-statistics": {
            "url": "https://mcp.penguin-stats.io/mcp"
        }
    }
}
```

### GitHub Copilot

**Config file**
File `.vscode/mcp.json`:
```json
{
    "servers": {
        "penguin-statistics": {
            "type": "http",
            "url": "https://mcp.penguin-stats.io/mcp"
        }
    }
}
```

### Gemini CLI

**Platform CLI: remote server**
```bash
gemini mcp add -t http penguin-statistics https://mcp.penguin-stats.io/mcp
```

## When to use it
- 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
- 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.

## Similar
- [World Monitor](https://affpapa.org/en/nevibecode/mcp/world-monitor.md) — MCP server · ★ 89408
- [Scrapling MCP Server](https://affpapa.org/en/nevibecode/mcp/scrapling-mcp-server.md) — MCP server · ★ 89433
- [MCP Toolbox for Databases](https://affpapa.org/en/nevibecode/mcp/googleapis-mcp-toolbox-for-databases.md) — MCP server · ★ 16717
- [PostHog MCP Server](https://affpapa.org/en/nevibecode/mcp/posthog-mcp-server.md) — MCP server · ★ 40409
- [dbx](https://affpapa.org/en/nevibecode/mcp/dbx.md) — MCP server · ★ 27669
- [Metabase](https://affpapa.org/en/nevibecode/mcp/metabase.md) — MCP server · ★ 49845

---
NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md