magento-api-mcp
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@magento-api-mcp search for cart endpoints"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Magento 2 REST API MCP Server
A local STDIO MCP server that provides tools to search and retrieve Magento 2 REST API documentation from OpenAPI (swagger) specifications.
Features
Search Endpoints: Full-text search across all Magento 2 REST API endpoints
Get Endpoint Details: Retrieve complete documentation for specific API endpoints
List Categories: Browse endpoints by category tags (carts, customers, products, etc.)
Search Schemas: Find data models and schema definitions
Get Schema Details: View complete schema/model definitions with all properties
Offline Operation: Works entirely offline using local swagger.json file
Fast Startup: Only re-parses if swagger.json has been modified
Related MCP server: swagger-doc-explorer-mcp
How it Works
Parsing: On startup, the server parses the OpenAPI 3.0 swagger.json file
Indexing: Extracts endpoints, parameters, responses, and schemas
Storage: Stores data in a local SQLite database with FTS5 indexes
Searching: Provides full-text search across paths, descriptions, parameters, and schemas
Installation
Requirements
Python 3.10 or higher
uv (recommended) or pip
Install from Source
cd magento-api-mcp
pip install -e .Usage
Running the Server
magento-api-mcpThe server starts immediately and parses the swagger.json file on first run or when the file has been modified.
Configuration
Database Location: Default is
~/.mcp/magento-api/database.dbOverride with
MAGENTO_API_DB_PATHenvironment variable
Swagger File: Default is
data/swagger.jsonin the package directoryOverride with
MAGENTO_API_SWAGGER_PATHenvironment variable
Using with an MCP Client
Configure your MCP client to run the magento-api-mcp command:
{
"mcpServers": {
"magento-api": {
"command": "magento-api-mcp"
}
}
}Or with custom swagger file:
{
"mcpServers": {
"magento-api": {
"command": "magento-api-mcp",
"env": {
"MAGENTO_API_SWAGGER_PATH": "/path/to/your/swagger.json"
}
}
}
}MCP Tools
1. search_endpoints
Search for API endpoints using keywords.
Parameters:
queries: List of 1-3 short keyword queries (e.g., ["cart", "customer"])filter_by_method: Optional HTTP method filter (GET, POST, PUT, DELETE)filter_by_tag: Optional category filter (e.g., "carts/mine")
Example:
search_endpoints(queries=["cart operations"], filter_by_method="GET")2. get_endpoint_details
Get complete documentation for a specific endpoint.
Parameters:
path: Exact API path (e.g., "/V1/carts/mine")method: Optional HTTP method (if omitted, returns all methods for this path)
Example:
get_endpoint_details(path="/V1/carts/mine", method="GET")Returns:
HTTP method and path
Category and operation ID
Summary and description
Parameters table with types and descriptions
Request body schema (if applicable)
Response codes and schemas
3. list_tags
List all available API category tags.
Returns: Hierarchical list of all endpoint categories with counts.
4. search_schemas
Search for data schemas/models by keyword.
Parameters:
query: Keyword to search for
Example:
search_schemas(query="customer")5. get_schema
Get complete definition of a schema/model.
Parameters:
schema_name: Exact schema name (e.g., "quote-data-cart-interface")
Returns: Full schema with type, description, and all properties in JSON format.
Verification Scripts
Test each component independently:
# Test the OpenAPI parser
python3 tests/verify_parser.py
# Test database ingestion
python3 tests/verify_db.py
# Test MCP server and all tools
python3 tests/verify_server.pyDatabase Schema
The server uses SQLite with the following tables:
endpoints: All API endpoints with FTS5 index
parameters: Endpoint parameters
responses: Response definitions
schemas: Data model definitions with FTS5 index
metadata: Ingestion tracking
Advantages Over Web Scraping
No Network Dependency: Works completely offline
Instant Startup: ~2-5 seconds vs minutes of web scraping
Structured Data: Access to complete OpenAPI metadata
Precise Search: Filter by method, category, response code
Schema Resolution: Navigate complex nested data structures
Deterministic: No HTML parsing or website structure changes
Example Queries
Query | Tool | Purpose |
| search_endpoints | Find all cart-related endpoints |
| search_endpoints | Find customer auth endpoints |
| get_endpoint_details | Get complete cart endpoint docs |
| search_schemas | Find customer-related schemas |
| get_schema | View cart data structure |
Development
Project Structure
magento-api-mcp/
├── magento_api_mcp/
│ ├── __init__.py
│ ├── config.py # Configuration
│ ├── parser.py # OpenAPI parser
│ ├── ingest.py # Database ingestion
│ └── server.py # MCP server with tools
├── tests/
│ ├── verify_parser.py # Parser verification
│ ├── verify_db.py # Database verification
│ └── verify_server.py # Server verification
├── data/
│ └── swagger.json # OpenAPI specification
├── pyproject.toml
└── README.mdAdding New Tools
To add new MCP tools, edit magento_api_mcp/server.py and use the @mcp.tool() decorator.
Using Different Swagger Files
The server can work with any OpenAPI 3.0 swagger file. Simply set the MAGENTO_API_SWAGGER_PATH environment variable:
export MAGENTO_API_SWAGGER_PATH=/path/to/different-api-swagger.json
magento-api-mcpLicense
MIT
Contributing
Contributions welcome! Please test all changes with the verification scripts before submitting.
Support
For issues or questions, please check:
Run verification scripts to diagnose issues
Check database location and permissions
Verify swagger.json is valid OpenAPI 3.0 format
Available Tools
5 toolsget_endpoint_detailsA
Get complete documentation for a specific Magento 2 REST API endpoint. Provide the exact path and optionally the HTTP method to get full details including parameters, request/response schemas.
Inputs: path (required), method. Returns: result
get_schemaB
Get the complete definition of a Magento 2 data schema/model. Schemas define the structure of request/response data objects (e.g., quote-data-cart-interface, customer-data-customer-interface).
Inputs: schema_name (required). Returns: result
list_tagsA
List all available API category tags in the Magento 2 REST API. Tags group related endpoints together (e.g., carts, customers, products, orders).
Inputs: no named parameters. Returns: result
search_endpointsB
Search for Magento 2 REST API endpoints using keywords. Use SHORT keyword queries (1-3 words) to find endpoints by path, method, category, or description. You can optionally filter by HTTP method or category tag.
Inputs: queries (required), filter_by_method, filter_by_tag. Returns: result
search_schemasA
Search for Magento 2 data schemas by keyword. Use this to find data structure definitions by name or description (e.g., 'cart', 'customer', 'product').
Inputs: query (required). Returns: result
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 5 tools
Each tool targets a distinct aspect of the Magento API: endpoints, schemas, tags, and two separate search functionalities. There is no overlap, and agents can easily differentiate them.
All tool names follow a consistent verb_noun pattern using snake_case (e.g., get_endpoint_details, search_schemas). This predictability helps agents understand their purpose.
With 5 tools, the server is well-scoped for its purpose of providing Magento API documentation. The count is neither too small nor too large, and each tool serves a clear role.
The tool set covers all essential operations for exploring Magento API documentation: listing tags, searching and retrieving endpoint details, and searching and retrieving schema definitions. There are no obvious gaps.
Maintenance
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