Tolstoy Studio

Tolstoy MCP

Connect any MCP client — Claude, ChatGPT, Cursor, Gemini, and more — to Tolstoy, the agentic platform for AI-native ecommerce brands. Manage your Tolstoy workspace right from chat: your store's products, your media library, uploads, saved models, templates, projects, and credit usage.

Tolstoy exposes its remote MCP servers over Streamable HTTP, secured with OAuth 2.1 + PKCE — no API keys to paste, your client runs the OAuth sign-in on first connect.

Server	Endpoint	What it does
Tolstoy	https://apilb.gotolstoy.com/mcp/v1/mcp	Your Tolstoy workspace — search your products and media library, upload media, and read your saved models, templates, projects, and usage.
Tolstoy Closet	https://apilb.gotolstoy.com/mcp/v1/closet/mcp	A shopper's private closet — save, find, and remove the clothes they own, and continue in the Shopbots app.

Start with one product

The Claude and Cursor plugins include the tolstoy-product-media skill: confirm the product in your store, shortlist the library media that fits it, and upload what is missing.

Tools

Tolstoy

• search_products — find products in your store's catalog, with their variants and ids.
• get_brand_context — read your store's brand profile: logos, colors, fonts, audience, and size guide.
• connect_products — open the Tolstoy panel to connect your product catalog: a Shopify store, a product file, or a feed.
• search_media — search your library videos and images.
• get_media — read a media item's details: tagged products, creator, expiry, and source file.
• analyze_media — ask one question about a video or audio file. Spends credits and changes nothing in your library.
• start_media_upload / finish_media_upload — upload a local file to your library from a client that can run shell commands.
• upload_media_from_panel — open the Tolstoy panel and pick files to upload to your library.
• search_fashion_models — find your saved Tolstoy models: people with reference images.
• save_fashion_model — save existing images of one person as a new saved model.
• search_templates / get_template — find and read content templates.
• search_projects — list your projects and their folders.
• list_skills / get_skill — read Tolstoy's creative skills, the guidance the Tolstoy Agent follows.
• get_agent_chat / stop_agent — read or stop a Tolstoy Agent chat, including chats you started in the Tolstoy platform.
• get_generation — read a generation's status and the library items it saved.
• list_voices — search the voice library and its voice previews.
• get_usage — read your workspace's credit balances and usage for this billing period.
• open_tolstoy — open Tolstoy in the client to browse your library, models, templates, and conversations by hand.

Tolstoy Closet

• search_closet — list or search the shopper's saved clothes.
• add_closet_items — save clothes to the closet.
• remove_closet_items — remove saved items.
• get_shopbots_link — create a private link to continue in the Shopbots app.

App-aware clients (ChatGPT, Claude) also get an interactive Tolstoy view rendered inline in chat. It calls a few more tools that the model does not see.

Connect

1. In your MCP client, add a custom connector / remote MCP server.
2. Paste the endpoint from the table above.
3. Complete the OAuth prompt: sign in to Tolstoy, or for Tolstoy Closet, approve the private closet connection.

Per-client setup (Claude, ChatGPT, Cursor, Gemini CLI, Codex, Perplexity, Goose, Cherry Studio, and more) is available in the Tolstoy platform under Settings → MCP.

Claude plugin

This repository is also a Claude plugin: .claude-plugin/plugin.json and .mcp.json. The plugin adds the Tolstoy workspace server and the tolstoy-product-media skill. Load it locally with claude --plugin-dir . from a clone of this repository.

Cursor Marketplace plugin

This repository includes a Cursor plugin manifest in .cursor-plugin/plugin.json. Install the repository as a local plugin while developing, or install Tolstoy from the Cursor Marketplace. The plugin adds the Tolstoy workspace server.

Example client config

{
  "mcpServers": {
    "tolstoy": { "url": "https://apilb.gotolstoy.com/mcp/v1/mcp" }
  }
}

Codex CLI

codex mcp add targets STDIO servers, so add the remote server to ~/.codex/config.toml and run the OAuth login:

[mcp_servers.tolstoy]
url = "https://apilb.gotolstoy.com/mcp/v1/mcp"

codex mcp login tolstoy

Authentication

OAuth 2.1 with PKCE. Discovery via RFC 9728 protected-resource metadata at each server's /.well-known endpoints. A Tolstoy connection is bound to the Tolstoy workspace you authorize with. A Tolstoy Closet connection gets its own private guest closet after the shopper approves it. It needs no Tolstoy account; get_shopbots_link links it to a Shopbots account.

Privacy, terms, and support

• Privacy policy
• Terms of use
• Support: [email protected]
• Security overview: gotolstoy.com/security

Registry

Published in the official MCP Registry:

• io.github.GoTolstoy/studio — the main Tolstoy server
• io.github.GoTolstoy/closet — Tolstoy Closet

The server.json for each is in registry/.

About

Tolstoy is the agentic platform for AI-native ecommerce brands, powering shoppable video for thousands of stores — https://www.gotolstoy.com