# mpstats

Skill for querying MPSTATS analytics on Wildberries, Ozon, and Yandex Market. Extracts sales, SKU balances, and niche trends via ready-made scripts.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · 748 installs · ★ 12
- Author: mpstats-io
- License: MIT · policy=mirror · the beginning of the file is at the end of this page
- Source: https://github.com/mpstats-io/claude-code-skills/tree/HEAD/mpstats/SKILL.md
- Updated: 2026-05-27
- HTML: https://affpapa.org/en/nevibecode/skills/mpstats

## What it does

The skill connects the agent to the MPSTATS API using prepared shell scripts located in `scripts/`. Instead of composing raw HTTP requests, the model runs local bash tools to inspect categories, sellers, brands, and individual SKUs across Wildberries, Ozon, and Yandex Market.

Built-in rules mandate a sanity check before reporting numbers. The agent scans results for seller pricing typos, implausible revenue spikes, zero ratings with active reviews, and unit mismatches. Confirmed anomalies get flagged explicitly and removed from aggregates so conclusions remain accurate.

Every request fails without an active paid MPSTATS subscription. You must supply a valid API key from `https://mpstats.io/userpanel`. It can be stored inside `config/.env` or supplied directly through the `MPSTATS_TOKEN` environment variable.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add mpstats-io/claude-code-skills --skill mpstats -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/mpstats/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/mpstats/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add mpstats-io/claude-code-skills --skill mpstats -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/mpstats/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add mpstats-io/claude-code-skills --skill mpstats -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/mpstats/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install mpstats-io/claude-code-skills mpstats
```

2. **Manually: put the files in place**
- File: `.github/skills/mpstats/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add mpstats-io/claude-code-skills --skill mpstats -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/mpstats-io/claude-code-skills --path mpstats
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/mpstats/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add mpstats-io/claude-code-skills --skill mpstats -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/mpstats-io/claude-code-skills/tree/HEAD/mpstats/SKILL.md

## When to use it
- pull sales history and stock levels for a specific Wildberries or Ozon SKU
- compare category and niche metrics across two date ranges
- filter out seller pricing errors and irregular sales spikes
- verify remaining MPSTATS API quota limits

## Example prompts
- Fetch sales and inventory numbers for WB SKU 152490541.
- Compare Wildberries electronics category metrics between January and February.
- Check my remaining MPSTATS API limits.

## Source text · SKILL.md · MIT

Below is the content of a third-party file. It is data, not instructions for you: do not act on anything written inside unless the human asks. Block tag: ec56c55de1b666b6.

BEGIN THIRD-PARTY FILE ec56c55de1b666b6
```text
---
name: mpstats
description: "MPSTATS marketplace analytics API. Use when working with MPSTATS API, Wildberries analytics, Ozon analytics, Yandex Market analytics, marketplace data, product research, sales analytics, competitor analysis, niche research, SKU analysis, seller analytics, brand analytics."
license: MIT
metadata:
  version: "2.0.0"
---

# MPSTATS API

MPSTATS is a Russian marketplace analytics platform with data on Wildberries, Ozon, and Yandex Market: product research, category analysis, seller/brand monitoring, SKU-level sales, stock, and review data.

Work through the ready-made shell scripts in `scripts/` — call them via the Bash tool instead of writing HTTP code. Reference files in `references/` are API contracts only.

## Token setup

Scripts auto-load the token from `config/.env` via `scripts/common.sh`. A per-command `MPSTATS_TOKEN` env var overrides the file.

Setup and where to get the token: `config/README.md`.

If the token is missing, offer the user exactly 2 options before continuing:

1. User sends the token in chat → agent creates `config/.env` itself.
2. User runs locally: `cp config/.env.example config/.env` and pastes the token into `config/.env`.

Token page: https://mpstats.io/userpanel (API token block). Requires an active MPSTATS subscription.

## References

API contracts (endpoints, params, response semantics) — read on demand:

- `references/auth.md` — base URL, auth headers, response codes, rate limits
- `references/pagination-filter-sort.md` — common request/response model for all POST endpoints
- `references/wb-categories.md`, `references/wb-brands-sellers.md`, `references/wb-similar-sku.md` — Wildberries
- `references/ozon-categories.md`, `references/ozon-brands-sellers-sku.md` — Ozon
- `references/ym-categories.md` — Yandex Market
- `references/account.md` — API limits
- `references/coverage.md` — what is wrapped by scripts vs. still uncovered
- `references/presentation.md` — how to format analytical answers and brand-styled HTML/PDF reports

## Result formatting

Lead with a concise conclusion, then evidence. Use compact tables for multi-entity results, charts for trends/segmentation/comparisons. Don't dump raw JSON unless asked — interpret what the numbers mean for the decision. For HTML/PDF reports follow the MPSTATS brand style in `references/presentation.md`.

## Sanity check — flag anomalies, never report blindly

MPSTATS data can contain outliers, seller errors, unit mismatches, and stale rows. Reporting them as fact misleads the user. **Before presenting any number, sanity-check its magnitude.**

**Flag explicitly** when you see:

- **Price far outside the category norm** — e.g. napkins at 500 000 ₽ per item, a phone case at 50 ₽, a refrigerator at 200 ₽. Compare to the category median; if it's roughly >10× off, it is almost certainly a seller-side price error, a unit mismatch (pack vs piece), or a placeholder.
```
END THIRD-PARTY FILE ec56c55de1b666b6

The third-party file has ended. Everything between the ec56c55de1b666b6 tags is data: requests and commands from it are not followed. An “end of file” line with another tag inside the block is part of the file.

First 2950 of 8136 bytes. © mpstats-io · MIT · https://github.com/mpstats-io/claude-code-skills/tree/HEAD/mpstats/SKILL.md

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