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ghl-mcp-server-v2

by zackscriven

ghl_product_collection_list

Read-onlyIdempotent

Fetches product collections from GoHighLevel, supporting pagination, search by name or IDs, and location-based filtering.

Instructions

Fetch Product Collections Internal API to fetch the Product Collections Endpoint: GET /products/collections (Version header: v3; source: v3/products-v3.json) OAuth scopes: products/collection.readonly Pagination params: limit, offset — pass them to page through full result sets.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoQuery to search collection based on names
altIdYesLocation Id
limitNoThe maximum number of items to be included in a single page of results
offsetNoThe starting index of the page, indicating the position from which the results should be retrieved.
altTypeYesThe type of alt. For now it is only LOCATION
collectionIdsNoIds of the collections separated by comma(,) for search purposes
Behavior4/5

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

Annotations already provide readOnlyHint, idempotentHint, and destructiveHint. The description adds value by specifying the endpoint, OAuth scopes, and pagination behavior, which is consistent with the annotations. No contradictions.

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 relatively short and front-loaded with the purpose. However, it redundantly states 'Internal API to fetch the Product Collections' after the title, which could be removed to improve conciseness.

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?

The description covers purpose, endpoint, OAuth, and pagination, but lacks explanation of what a product collection is or what the response contains (no output schema). For a tool with 6 parameters and no output schema, more context would be beneficial.

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?

Schema coverage is 100% with parameter descriptions. The description only repeats that limit and offset are for pagination, which adds no new meaning beyond the schema. Baseline score for high coverage is 3.

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

Purpose5/5

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

The description clearly states 'Fetch Product Collections' and includes endpoint details, making the purpose unmistakably about listing product collections. It is distinct from sibling tools like create/delete/get/update.

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

Usage Guidelines3/5

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

The description implies usage for fetching a list of product collections, but does not explicitly state when to use this tool over alternatives (e.g., when to use get vs list). No exclusions or context about appropriate scenarios.

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

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