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.

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.