selver-mcp

Let Claude shop at Estonian online grocery stores for you: Selver, Rimi, and Barbora. Search products, compare prices across stores, build a shopping cart in one or several stores, and open it in your browser ready for checkout - all from a conversation with Claude.

Coop is not included: its Tallinn, Tartu, and Pärnu e-shops run on Wolt and Bolt Food; only Haapsalu has its own web shop.

Works with: Claude Desktop, Claude Code, and any MCP-compatible client.

What you get

You tell Claude something like "add two loaves of bread and half a kg of cucumber to my Selver cart and open it" and Claude:

1. Searches the stores you name with each store's own search engine

2. Picks the best options and sizes quantities correctly (weight goods in kg, fixed steps)

3. Builds the cart: on Selver's servers as a guest cart; on Rimi and Barbora inside your browser tab

4. Opens Chrome with the cart visible, ready for you to log in and pay

Or ask "price this list in Selver and Rimi and tell me which is cheaper" and Claude runs the comparison before building anything.

No credentials leave your machine. selver-mcp never sees your store passwords. Barbora requires you to log in in the browser tab before items can be added.

Related MCP server: RappiMCP

A real example: Turkish high-protein meal prep

Once installed, you can chain selver-mcp with Claude's normal capabilities. A real session:

1. The prompt (in Estonian - works equally well in English):

1. Otsi netist 3 Türgi-pärast, valgurohket retsepti

2. Otsi Selverist vajaminevad koostisosad (kui täpne on puudu, siis asenda sobivaga)

3. Pane neid ostukorvi koguses, et saaksin iga rooga 5 portsionit, igas portsjonis ~50g valku

4. kirjuta lõplikud retseptid mulle siia chati

2. Claude's reply - real Estonian recipes with measured ingredients and steps:

3. The cart, populated and ready for checkout - opens automatically in Chrome after Claude finishes reasoning:

All in one conversation. Claude handles recipe research, ingredient mapping to real SKUs (substituting when exact matches are out of stock), weight-based quantity math, and the browser orchestration that shows you the cart ready to check out.

Easiest install: let your AI agent do it

If you already have an AI coding agent with shell and filesystem access - Claude Code works out of the box, Claude Desktop works if you have a filesystem or shell MCP installed - the fastest install is to paste this prompt:

Please install selver-mcp from https://github.com/martparve/selver-mcp following its README. Set up both MCPs (selver-mcp and chrome-devtools) for my client, and do the post-install step for getting the cart workflow into context (skill file for Claude Code, memory for Claude Desktop). Then tell me to restart.

The agent will clone the repo, run npm install && npm run build, wire up the MCPs in your config file, and handle the workflow-in-context step appropriate for your client.

If your agent doesn't have those permissions (browser-only ChatGPT, Claude.ai web, etc.), fall back to the manual steps below.

Prerequisites

You need Node.js 18 or newer. Check if you have it:

node --version

If you see v18.x.x or higher, you're set. Otherwise:

• macOS: easiest is Homebrew → brew install node

• Windows / Linux / any OS: download from nodejs.org (pick the LTS version)

Install - Claude Code

1. Download selver-mcp

git clone https://github.com/martparve/selver-mcp.git ~/selver-mcp
cd ~/selver-mcp
npm install
npm run build

2. Connect it to Claude Code

claude mcp add selver-mcp node ~/selver-mcp/dist/index.js

3. Install the browser helper

selver-mcp builds your cart on Selver's servers, but to actually see and check out the cart, Claude needs a browser-control helper called chrome-devtools-mcp:

claude mcp add chrome-devtools --scope user -- npx -y chrome-devtools-mcp@latest

4. Install the skill (optional)

The server already sends the workflow to Claude Code as MCP instructions. The skill adds examples and pitfalls on top.

mkdir -p ~/.claude/skills/selver-cart
cp ~/selver-mcp/skills/selver-cart/SKILL.md ~/.claude/skills/selver-cart/SKILL.md

5. Restart Claude Code and try it

Lisa mulle Selverist 2 pätsi musta leiba ja ava cart

or

Add 2 black breads from Selver to my cart and open it in the browser

Claude should search, add, open a Chrome window showing your cart, and tell you to log in.

Install - Claude Desktop

1. Download selver-mcp

Same as Claude Code step 1.

2. Find your Claude Desktop config file

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

• Windows: %APPDATA%\Claude\claude_desktop_config.json

If the file doesn't exist, create it.

3. Add both MCPs to the config

{
  "mcpServers": {
    "selver-mcp": {
      "command": "node",
      "args": ["/Users/YOUR_NAME/selver-mcp/dist/index.js"]
    },
    "chrome-devtools": {
      "command": "npx",
      "args": ["-y", "chrome-devtools-mcp@latest"]
    }
  }
}

Replace /Users/YOUR_NAME/selver-mcp with the actual path where you cloned the repo. On Windows this looks like C:\\Users\\YourName\\selver-mcp (double backslashes).

4. Restart Claude Desktop

That is all. The server tells Claude Desktop the full workflow itself (MCP server instructions), so no memory or skill file is needed.

5. Try it

Lisa mulle Selverist 2 pätsi leiba ja ava cart

The first time MCP tools are used, Claude Desktop will ask permission - click Allow.

How to verify it works

Ask Claude in a new chat:

What Selver tools do you have available?

Claude should list eight tools: search_products, get_products, compare_prices, add_to_cart, view_cart, remove_from_cart, clear_cart, get_browser_sync_script. Plus a bunch of chrome-devtools tools.

Usage examples

Build a shopping cart and open the browser:

Leia mulle Selverist 5 erinevat juustu ja ava cart brauseris.

Compare stores:

Pane see nimekiri kokku Selveris ja Rimis ja ütle, kus on odavam: 2 kanafileed, kilo tomateid, 2 täispiima.

Shop at Rimi:

Lisa Rimist 0,6 kg kurki ja 2 piima carti ja ava see.

Just search, don't commit:

Mis on praegu Selveris odavaim kreeka jogurt?

Remove items:

Võta kurk ostukorvist välja.

Start fresh:

Tühjenda mu Selveri cart.

Tips

• Use Estonian search terms: leib (bread), piim (milk), muna (egg), kanafilee (chicken fillet)

• The cart persists between conversations - pick up tomorrow where you left off

• Weight goods (cucumber, meat, loose vegetables) are ordered in kg in fixed steps, usually 0.3 kg. Claude handles the math and the server snaps odd amounts up to the next valid step.

Troubleshooting

"The browser is already running" error

Left over from a previous session. Close any orphan Chrome windows manually, or run:

pkill -f 'chrome-devtools-mcp/chrome-profile'

Cart is empty in the browser even though Claude added items

The browser step was skipped. Remind Claude: "call get_browser_sync_script and run the replay_script in the selver.ee cart tab".

"Toote samm on muutunud" error when adding weight goods

The quantity was not a multiple of the product's step. add_to_cart normally prevents this; if it appears, ask Claude to resend using the product's qty_step.

Items marked out of stock

in_stock comes from Selver's live stock service for the e-shop. Ask Claude for a substitute.

npm or claude command not found

Node.js (see Prerequisites) or the Claude Code CLI is not installed or not on your PATH.

Updating

cd ~/selver-mcp
git pull
npm install
npm run build

Then restart Claude Code or Claude Desktop. If you copied the skill file, copy it again.

Uninstall

Claude Code:

claude mcp remove selver-mcp
claude mcp remove chrome-devtools
rm -rf ~/selver-mcp
rm -rf ~/.claude/skills/selver-cart

Claude Desktop: remove the selver-mcp and chrome-devtools entries from claude_desktop_config.json and delete ~/selver-mcp.

Your guest cart token lives at ~/.selver-mcp/cart.json. Delete that to start completely fresh.

For developers

Tools

Every tool takes a store (selver, rimi, barbora); search tools take stores.

Store adapters

How Selver's stack works (verified October 2026)

• Search: the website's search box uses Klevu (POST https://eucs3v2.ksearchnet.com/cs/v2/search with a public client-side key). The Vue Storefront Elasticsearch proxy at /api/catalog/vue_storefront_catalog_et/product/_search holds the full product records (nutrition, unit prices, discounts, product_weight_step) but its q= ranking is poor, so selver-mcp uses Klevu for ranking and the catalog for details. The catalog is the fallback when Klevu is down.

• Stock: the catalog index's stock fields are stale. Live availability and ordering rules come from GET /api/stock/list?skus=A,B,C (literal commas; one unknown SKU fails the whole call).

• Weight goods: product_weight_step is a string ("0.30"). Quantities are in kg and must be multiples of the step, otherwise Selver answers Toote samm on muutunud (0.3).

• Cart: /api/cart/{create,update,pull,delete,totals}. update without item_id adds to an existing line; with item_id it sets the quantity. pull prices exclude VAT; totals has the real numbers and the packaging fee.

• Browser: the Vue 2 SPA keeps its own cart state and ignores a guest server cart. The replay script sets the token in localStorage and the store (cart/cart/SRV_TOKEN), then replays /api/cart/pull items through cart/getProductVariant + cart/addItem {forceServerSilence: true}, fixes quantities with cart/updateQuantity, removes stale lines, and calls cart/syncTotals. When the user logs in, Vue Storefront merges the guest cart into their account.

Build from source

npm install      # install dependencies
npm run build    # compile TypeScript to dist/
npm test         # unit tests against captured API fixtures (tests/fixtures)
npm run dev      # watch mode

Architecture

src/
├── index.ts                  # MCP server entry point (stdio transport)
├── core/
│   ├── types.ts              # Product, StoreAdapter, ServerCartApi, BrowserCartApi
│   ├── qty.ts                # quantity snapping and rounding
│   └── http.ts               # throttled fetch with retries and bot-challenge detection
├── tools/
│   ├── search.ts             # search_products, get_products, compare_prices
│   └── cart.ts               # add_to_cart, view_cart, remove_from_cart, clear_cart, get_browser_sync_script
├── stores/
│   ├── registry.ts           # store id → adapter
│   ├── selver/               # Klevu search, catalog hydration, live stock, guest cart, SPA replay script
│   ├── rimi/                 # HTML search parser, in-page cart script
│   └── barbora/              # embedded-JSON search parser, in-page cart script
└── storage/
    └── cart-token.ts         # ~/.selver-mcp/carts.json (per-store server cart tokens)