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Shopify Liquid MCP Server

🚀 Fast, local, offline-first MCP server for Shopify Liquid documentation with 198 comprehensive docs including all tags, filters, and objects.

Python 3.10+ License: MIT Docker MCP

A specialized Model Context Protocol (MCP) server that provides instant access to complete Shopify Liquid documentation for AI assistants like Claude, Cursor, and other MCP-compatible tools.

🎯 Why This MCP Server?

vs. Official Shopify MCP

While Shopify provides an official MCP server that covers all Shopify APIs, this server is specifically optimized for Liquid template development:

Feature

Official Shopify MCP

This (Liquid MCP)

Focus

All Shopify APIs (Admin, Storefront, Functions, etc.)

Liquid templating only

Storage

Remote (queries shopify.dev)

Local (no network needed)

Speed

Network-dependent

Instant (<1ms)

Offline

❌ Requires internet

✅ Fully offline

Customization

Fixed documentation

Add your own docs

Coverage

General API docs

198 Liquid-specific docs

Runtime

Node.js

Python

Use Cases

Use Official Shopify MCP for:

  • Admin API/GraphQL development

  • App development with Shopify APIs

  • Functions and POS extensions

  • Real-time schema validation

Use This Liquid MCP for:

  • Theme development with Liquid

  • Liquid template debugging

  • Offline development

  • Faster Liquid reference lookups

  • Project-specific Liquid snippets

Use Both! They complement each other perfectly - official MCP for APIs, this for Liquid.

✨ Features

  • 🚀 Lightning Fast - Local SQLite FTS5 search (<1ms response time)

  • 📚 Complete Coverage - 30 tags, 101 filters, 67 objects (198 total docs)

  • 🔌 Offline First - No network requests, works anywhere

  • 🐳 Docker Ready - One command deployment

  • 🎨 IDE Integration - Works with VS Code, Cursor, Claude Desktop, Zed

  • 🔧 Customizable - Add your own project-specific Liquid docs

  • 📖 Rich Documentation - Full syntax, parameters, examples for everything

  • 🔍 Smart Search - Full-text search with snippet highlighting

📦 Installation

Option 1: Using pip (Recommended)

pip install git+https://github.com/florinel-chis/shopify-liquid-mcp.git

Option 2: Using Docker

# Pull the image docker pull florinel-chis/shopify-liquid-mcp:latest # Or build locally docker build -t shopify-liquid-mcp . docker run -it shopify-liquid-mcp

Option 3: Using docker-compose

docker-compose up -d

Option 4: From Source

git clone https://github.com/florinel-chis/shopify-liquid-mcp.git cd shopify-liquid-mcp pip install -e .

🎮 Usage

With VS Code

Using Docker

Create or edit .vscode/settings.json:

{ "mcp.servers": { "shopify-liquid": { "type": "docker", "image": "shopify-liquid-mcp:latest", "transport": "stdio" } } }

Using Local Installation

Create .mcp.json in your project root:

{ "mcpServers": { "shopify-liquid": { "type": "stdio", "command": "shopify-liquid-mcp" } } }

Or add to VS Code settings:

{ "mcp.servers": { "shopify-liquid": { "command": "shopify-liquid-mcp", "args": [], "transport": "stdio" } } }

With Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

Using Docker

{ "mcpServers": { "shopify-liquid": { "type": "stdio", "command": "docker", "args": ["run", "-i", "--rm", "shopify-liquid-mcp:latest"] } } }

Using Local Installation

{ "mcpServers": { "shopify-liquid": { "command": "shopify-liquid-mcp" } } }

With Cursor

Add to Cursor's MCP configuration (Settings > Features > MCP Servers):

{ "mcpServers": { "shopify-liquid": { "command": "shopify-liquid-mcp" } } }

Or with Docker:

{ "mcpServers": { "shopify-liquid": { "command": "docker", "args": ["run", "-i", "--rm", "shopify-liquid-mcp:latest"] } } }

With Zed Editor

Create .zed/settings.json:

{ "context_servers": { "shopify-liquid": { "command": "shopify-liquid-mcp" } } }

With Continue.dev

Edit ~/.continue/config.json:

{ "mcpServers": [ { "name": "shopify-liquid", "command": "shopify-liquid-mcp" } ] }

🛠️ Available Tools

Once configured, your AI assistant has access to 7 specialized tools:

1. search_liquid_docs(queries: List[str])

Full-text search across all Shopify Liquid documentation.

Example:

AI: I'll search for "for loop" in the documentation...

2. get_liquid_tag(tag_name: str)

Get complete documentation for a specific tag.

Example:

AI: Let me get the documentation for the 'for' tag...

3. get_liquid_filter(filter_name: str)

Get complete documentation for a specific filter.

Example:

AI: I'll look up the 'upcase' filter documentation...

4. get_liquid_object(object_name: str)

Get complete documentation for a specific object.

Example:

AI: Let me check the 'product' object properties...

5. list_liquid_tags()

List all 30 available tags organized by category.

6. list_liquid_filters()

List all 101 available filters organized by category.

7. list_liquid_objects()

List all 67 available objects organized by category.

💬 Example Queries

Try asking your AI assistant:

Getting Documentation:

  • "Show me documentation for the for loop tag"

  • "How does the money filter work in Liquid?"

  • "What properties are available on the product object?"

Searching:

  • "Search for documentation about cart functionality"

  • "Find all filters related to dates"

  • "What objects can I use for collections?"

Listing:

  • "List all Shopify Liquid tags"

  • "Show me all available string filters"

  • "What iteration tags are available?"

Building:

  • "Help me display products in a grid"

  • "How do I format dates in Liquid?"

  • "Show me how to work with the cart"

📊 Documentation Coverage

Complete Reference

  • 30 Liquid Tags

    • Control flow: if, unless, case, else

    • Iteration: for, break, continue, cycle, tablerow, paginate

    • Variables: assign, capture, increment, decrement, echo

    • Theme: layout, section, sections, render, include, content_for

    • HTML/Assets: form, style, stylesheet, javascript

    • Syntax: comment, raw, liquid, doc

  • 101 Liquid Filters

    • String (24): upcase, downcase, capitalize, append, prepend, etc.

    • Array (13): join, sort, reverse, map, where, size, etc.

    • Math (11): plus, minus, times, divided_by, modulo, etc.

    • Money (4): money, money_with_currency, etc.

    • Image (5): image_url, image_tag, etc.

    • Color (9): color_darken, color_lighten, etc.

    • And more...

  • 67 Liquid Objects

    • Store: shop, settings, theme, brand

    • Products: product, variant, collection, collections

    • Cart: cart, line_item, checkout

    • Customer: customer, address, company

    • Content: page, blog, article, comment

    • Media: image, video, media, model

    • And more...

🐳 Docker Usage

Quick Start

# Build the image docker build -t shopify-liquid-mcp . # Run the server docker run -it --rm shopify-liquid-mcp # Run with persistent data docker run -it --rm -v mcp-data:/data shopify-liquid-mcp

Using docker-compose

# Start the server docker-compose up -d # View logs docker-compose logs -f # Stop the server docker-compose down # Shell access docker-compose exec shopify-liquid-mcp bash

Custom Documentation

Add your project-specific Liquid docs:

# Create custom docs directory mkdir custom-docs # Add your .md files cp my-snippets.md custom-docs/ # Mount in docker-compose.yml volumes: - ./custom-docs:/docs/custom:ro

🔧 Development

Running Tests

# Run all tests pytest # Run specific test pytest tests/test_ingest.py # Run with coverage pytest --cov=shopify_liquid_mcp

Manual Testing

# Test the server python test_server.py # Test indexing python -m shopify_liquid_mcp.ingest # Check database sqlite3 ~/.mcp/shopify-liquid-docs/database.db "SELECT COUNT(*) FROM liquid_docs;"

Reindexing Documentation

# Force reindex python -m shopify_liquid_mcp.ingest --force # Custom database location SHOPIFY_LIQUID_DB_PATH=/custom/path/db.sqlite python -m shopify_liquid_mcp.ingest

📖 Documentation

🤝 Contributing

Contributions welcome! Please read our Contributing Guide.

Quick Start

# Fork and clone git clone https://github.com/florinel-chis/shopify-liquid-mcp.git cd shopify-liquid-mcp # Create virtual environment python -m venv venv source venv/bin/activate # or `venv\Scripts\activate` on Windows # Install for development pip install -e ".[dev]" # Run tests pytest # Make changes and submit PR

📜 License

MIT License - see LICENSE file for details.

🙏 Acknowledgments

🔗 Related Projects

📞 Support

⭐ Star History

Star History Chart


Made with ❤️ for the Shopify theme development community

-
security - not tested
A
license - permissive license
-
quality - not tested

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