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List courses

talentlms_list_courses
Read-only

List the portal's courses (id, name, code, category, status, price, dates, catalog visibility), paginated. Optionally only courses with a given custom course field value. GET /api/v2/courses.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number (default 1).
page_sizeNoItems per page, 1-100 (TalentLMS default 10).
custom_field_valueNoCourses with this value in one of their custom course fields.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds genuinely useful context beyond that: the endpoint, the fact that results are paginated, and the exact field set returned (id, name, code, category, status, price, dates, catalog visibility). It does not describe the pagination envelope (total counts, next page), but the safety and shape profile is otherwise solid.

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

Conciseness5/5

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

A single sentence with the resource and scope front-loaded, the returned fields in a compact parenthetical, and the filter and endpoint trailing. There is no redundant preamble or filler.

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

Completeness4/5

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

For a read-only list tool with no output schema, the description handily covers what is returned, that results are paginated, and how filtering works. Minor gaps remain around pagination metadata and default page size (though that is in the schema), which keeps it short of a 5.

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 description coverage is 100%, so the schema already documents page, page_size, and custom_field_value. The description only restates the custom-field filter in slightly different words and notes pagination; it adds no syntax, matching behavior, or edge-case detail beyond the schema, so the baseline 3 applies.

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?

States a specific verb and resource ('List the portal's courses') and enumerates the returned fields, so an agent knows this is a portal-wide course listing rather than a single-course fetch. It does not explicitly distinguish itself from siblings like talentlms_get_course or talentlms_list_user_courses, leaving that inference to the agent.

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?

Usage is implied by 'the portal's courses' and the optional custom-field filter, which hints at when a filter is appropriate. There is no explicit when-to-use / when-not-to-use guidance and no mention of when to prefer talentlms_get_course or talentlms_list_user_courses instead.

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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