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Agents

Use these resources to give AI agents accurate, task-specific context about Saleor.

If you are an AI agent, start here: llms.txt.

Documentation MCP

The Documentation MCP is a read-only server for this documentation site. It lets agents:

  • search the documentation;
  • read a page as agent-optimized Markdown;
  • list available pages; and
  • inspect the documentation navigation.

Connect an MCP-compatible client to:

https://docs.saleor.io/mcp

For clients that use JSON configuration:

{
  "mcpServers": {
    "saleor-docs": {
      "url": "https://docs.saleor.io/mcp"
    }
  }
}

This endpoint searches and reads documentation. It does not connect to a Saleor instance or execute GraphQL operations.

MCP discovery metadata is available at:

Agent Skills

Give your coding agent Saleor workflows and implementation guidance. Run this from your project, then choose the skills and agents to install:

npx skills add saleor/saleor-docs

Skills install into the current project by default. Add -g to make them available across projects.

Browse each skill’s source and supporting files on GitHub:

Skill Use it for
saleor-app Apps, registration, permissions, payments, and webhooks
saleor-storefront Storefront API patterns, checkout, channels, and variants
storefront-builder Storefront data contracts and user experience
saleor-configurator Store configuration as code
saleor-core Saleor backend internals and implementation details

To install a specific skill:

npx skills add saleor/saleor-docs --skill saleor-app

For more options, see the Skills CLI reference.

For Automated Discovery

Compatible agents can discover the skills and their downloadable bundles at:

https://docs.saleor.io/.well-known/agent-skills/index.json

Saleor MCP

To let AI assistants and agents work with live store data on Saleor Cloud, use the Saleor MCP app.

Self-Hosted Saleor

If you run Saleor yourself, use the open-source, read-only Saleor MCP server. See its README for setup.

GraphQL Schema Only

To give an agent the Saleor GraphQL schema without connecting to a store, point a GraphQL MCP server, such as mcp-graphql, at a downloaded schema:

{
  "mcpServers": {
    "saleor-api": {
      "command": "npx",
      "args": ["mcp-graphql"],
      "env": {
        "SCHEMA": "/path/to/saleor.graphql"
      }
    }
  }
}

Download the schema matching your Saleor version from the documentation or the Saleor repository.

Configuration locations vary by client:

Last updated on November 6, 2026

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