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PrestaShop MCP Server

🚀 Fast, local, offline-first MCP server for PrestaShop documentation with 1,095+ indexed documents including hooks, guides, components, and APIs.

Python 3.10+ License: MIT MCP Docker

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

🎯 Why This MCP Server?

PrestaShop is a comprehensive e-commerce platform with 647+ hooks, complex component architecture, and extensive APIs. This MCP server provides instant, offline access to 1,095+ indexed documents:

  • 647+ PrestaShop Hooks - All display and action hooks with complete metadata

  • Module Development - Complete guides for creating and testing modules

  • Component Architecture - Forms, Grids, Services, CQRS patterns (119 components)

  • Theme Development - Template system, Smarty/Twig documentation

  • API Documentation - Admin API, webservice, and domain references (96 APIs)

  • Guides & Tutorials - Installation, deployment, contribution guides

vs. Official PrestaShop Documentation

Feature

Official Docs Website

This (PrestaShop MCP)

Access

Online only

Local + Offline

Speed

Network-dependent

Instant (<50ms)

Search

Web search

SQLite FTS5 full-text

AI Integration

Manual lookup

Direct MCP integration

Customization

Fixed

Add your own docs

✨ Features

  • 🚀 Lightning Fast - Local SQLite FTS5 search (<50ms response time)

  • 📚 Comprehensive Coverage - 1,095+ documents: hooks, guides, components, APIs

  • 🔌 Offline First - No network requests, works anywhere

  • 🐳 Docker Ready - Easy deployment with intelligent wrapper script

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

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

  • 📖 Rich Documentation - Full syntax, parameters, examples, and metadata

  • 🔍 Smart Search - Full-text search with type, category, and origin filtering

  • 🌐 Multiple Transports - STDIO (local), HTTP, or SSE (remote deployment)

📦 Installation

Option 1: Using Docker (Easiest - Recommended)

git clone https://github.com/florinel-chis/prestashop-mcp.git cd prestashop-mcp # Using the wrapper script (best for Claude Desktop/Code) chmod +x run-docker-mcp.sh ./run-docker-mcp.sh # Or using Docker Compose (for HTTP/remote deployment) docker compose up -d

The wrapper script automatically:

  • Builds the Docker image if missing

  • Handles documentation mounting or auto-fetching

  • Configures STDIO transport for MCP clients

  • No TTY issues!

See DOCKER_USAGE.md for complete Docker setup guide.

Option 2: Using pip (Recommended for Python)

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

Option 3: From Source

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

📚 Documentation Setup

The MCP server requires access to the PrestaShop official documentation repository for indexing.

Docker Setup (Automatic)

Docker automatically handles documentation:

  • On first run, it clones the PrestaShop docs repository

  • Documentation is baked into the Docker image during build

  • No manual setup needed!

Local Python Setup (Manual)

For local installations, clone the documentation repository:

# Clone PrestaShop docs as a sibling directory to prestashop-mcp cd /path/to/your/projects/ git clone https://github.com/PrestaShop/docs.git prestashop-docs # Directory structure should look like: # /path/to/your/projects/ # ├── prestashop-mcp/ (this repository) # └── prestashop-docs/ (PrestaShop official docs) # The MCP server will automatically find it

Or set a custom location:

# Set environment variable export PRESTASHOP_DOCS_PATH=/path/to/prestashop-docs # Then run the server prestashop-mcp

Documentation Path Priority

The server looks for documentation in this order:

  1. Environment variable: PRESTASHOP_DOCS_PATH (if set)

  2. Sibling directory: ../prestashop-docs (relative to MCP server)

  3. Inside project: ./prestashop-docs (for Docker builds)

First Run Indexing

On first run, the server will:

  1. Locate the PrestaShop documentation repository

  2. Parse and index 1,095+ markdown files

  3. Extract metadata (hooks, components, APIs, guides)

  4. Build SQLite FTS5 search index with Porter stemming

  5. Store in ~/.mcp/prestashop-docs/database.db

Indexing takes ~30-60 seconds on first run, then uses the cached database for instant startup.

Force reindexing:

# Local installation python -m prestashop_mcp.ingest_v2 --force # Or delete the database rm ~/.mcp/prestashop-docs/database.db

🎮 Usage

With Claude Desktop

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

{ "mcpServers": { "prestashop": { "command": "prestashop-mcp" } } }

Docker Installation (using wrapper script):

{ "mcpServers": { "prestashop": { "command": "/absolute/path/to/prestashop-mcp/run-docker-mcp.sh" } } }

Docker Installation (HTTP transport):

{ "prestashop": { "type": "http", "url": "http://localhost:8765/mcp" } }

(Requires running docker compose up -d first)

With VS Code

Create .mcp.json in your project root:

{ "mcpServers": { "prestashop": { "type": "stdio", "command": "prestashop-mcp" } } }

With Claude Code

Create .mcp.json in your project root:

{ "mcpServers": { "prestashop": { "command": "/absolute/path/to/run-docker-mcp.sh" } } }

Or for local Python installation:

{ "mcpServers": { "prestashop": { "command": "python", "args": ["-m", "prestashop_mcp.server"] } } }

With Cursor

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

{ "mcpServers": { "prestashop": { "command": "prestashop-mcp" } } }

🛠️ Available MCP Tools

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

Documentation Tools

1. search_prestashop_docs(query, doc_type, category)

Search ALL PrestaShop documentation using full-text search.

Parameters:

  • query - Search terms

  • doc_type - Filter by: hook, guide, tutorial, api, component, etc.

  • category - Filter by: basics, development, modules, themes, etc.

Example:

"Search PrestaShop docs for module development" "Find installation guides for Mac"

2. get_prestashop_doc(path)

Get the full content of a specific documentation file.

Example:

"Get the Mac installation guide"

3. list_prestashop_docs(doc_type, category)

List available documentation files with optional filters.

Example:

"List all PrestaShop guides" "Show me all tutorial documents"

4. get_prestashop_stats()

Get statistics about the indexed documentation.

Example:

"Show me PrestaShop documentation statistics"

Hook Tools

5. search_prestashop_hooks(queries, hook_type, origin)

Search PrestaShop hooks specifically.

Example:

"Find all hooks related to products"

6. get_prestashop_hook(hook_name)

Get complete documentation for a specific hook.

Example:

"Show me the displayHeader hook"

7. list_prestashop_hooks(hook_type, origin)

List all hooks organized by type and origin.

Example:

"List all display hooks"

💬 Example Queries

Try asking your AI assistant:

Installation & Setup:

  • "How do I install PrestaShop locally on Mac?"

  • "What are the system requirements for PrestaShop?"

  • "Show me the Docker installation guide"

Module Development:

  • "How do I create a PrestaShop module?"

  • "Search for module development tutorials"

  • "What's the module structure in PrestaShop?"

Theme Development:

  • "How do I develop a PrestaShop theme?"

  • "Show me Twig template documentation"

  • "Find theme development guides"

Hooks:

  • "Show me documentation for the displayHeader hook"

  • "Find all hooks related to products"

  • "List all display hooks"

  • "How does the actionProductAdd hook work?"

Components & Architecture:

  • "What UI components are available in PrestaShop?"

  • "Show me form types documentation"

  • "Explain the CQRS pattern in PrestaShop"

APIs:

  • "How do I use the PrestaShop Admin API?"

  • "Show me webservice documentation"

  • "Find API endpoint references"

General:

  • "Show me PrestaShop documentation statistics"

  • "List all available guides"

  • "Search for deployment documentation"

📊 Documentation Coverage

Total: 1,095+ Indexed Documents

By Document Type

  • 647 Hooks - All PrestaShop hooks with metadata

    • Display hooks (render content)

    • Action hooks (trigger functionality)

    • Core, Module, and Theme hooks

    • Back office and Front office locations

  • 138 General Docs - Guides, tutorials, contribution docs

  • 119 Components - Forms, Grids, Services, UI components

  • 96 API References - Admin API, webservice, domain references

  • 64 References - Technical references and specifications

  • 12 Guides - Installation, deployment, development guides

  • 10 FAQs - Frequently asked questions

  • 9 Tutorials - Step-by-step tutorials

By Category

  • 697 Module docs - Module development and hooks

  • 208 Development docs - Components, architecture, patterns

  • 88 Webservice docs - API and webservice references

  • 29 Theme docs - Theme development and templates

  • 22 Contribution docs - Contributing to PrestaShop

  • 17 Basics - Installation, system requirements, deployment

  • And more...

Specialized Data

  • 386 Domain References - CQRS commands and queries

  • 119 UI Components - Form types, grid columns, etc.

🔧 Development

Running Tests

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

Manual Testing

# Index documentation (uses new comprehensive indexer) python -m prestashop_mcp.ingest_v2 # Force reindex python -m prestashop_mcp.ingest_v2 --force # Check database sqlite3 ~/.mcp/prestashop-docs/database.db "SELECT COUNT(*) FROM prestashop_docs;" # Get statistics by type sqlite3 ~/.mcp/prestashop-docs/database.db "SELECT doc_type, COUNT(*) FROM prestashop_docs GROUP BY doc_type;"

📖 How It Works

  1. Indexing: On first run, indexes 1,095+ documentation files into SQLite with FTS5

    • Hooks, guides, tutorials, API docs, components, and more

    • Automatic categorization and metadata extraction

    • CQRS domain references and UI component detection

  2. Storage: Documentation stored in ~/.mcp/prestashop-docs/database.db

  3. Search: Uses SQLite FTS5 for efficient full-text search with ranking

    • Porter stemming for better search results

    • Filter by document type, category, and other metadata

  4. Retrieval: Direct lookups by path or name for instant access

  5. Multi-Transport: Supports STDIO (local), HTTP, and SSE (remote) protocols

🤝 Contributing

Contributions welcome! Please read our Contributing Guide.

Quick Start

# Fork and clone git clone https://github.com/florinel-chis/prestashop-mcp.git cd prestashop-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 # Format code black prestashop_mcp/ # Make changes and submit PR

📜 License

MIT License - see LICENSE file for details.

🙏 Acknowledgments

🔗 Related Projects

📞 Support


Made with ❤️ for the PrestaShop development community

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

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