Skip to main content
Glama
Crawlora-org

Crawlora MCP

Official

shopify_collections

Retrieve a paginated list of collections from any public Shopify storefront. Returns normalized JSON with optional page and limit parameters.

Instructions

List Shopify collections. Returns normalized collections from a public Shopify /collections.json endpoint. Valid empty result pages return 200 with an empty collections array.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesShopify storefront URL
pageNo1-based page, defaults to 1
limitNoMaximum collections, defaults to 50 and supports up to 250
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses the endpoint, normalization, and empty result handling, but lacks details on authentication, error behavior, or rate limits. This is moderate transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is brief and to the point with three sentences. No extraneous information. Could arguably include more detail without being verbose, but it is concise and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description could elaborate on the structure of the returned collections. It mentions normalization but not field details. It is adequate but not complete for a tool with no output schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% coverage, so the description adds no extra meaning beyond the schema's parameter descriptions. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states that the tool lists Shopify collections and specifies it returns normalized collections from a public endpoint. However, it does not explicitly differentiate from sibling tools like shopify_collection_products or shopify_products, which weakens distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, exclusions, or context for selection among sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Crawlora-org/crawlora-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server