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Publishers

mkh_organizations
Read-onlyIdempotent

Lists course publishers and their IDs for filtering Maktabkhooneh courses, with optional name search in Persian or English and a configurable result limit.

Instructions

Course publishers (universities, companies, Maktabkhooneh itself, about 180) with the id used as a filter.

Names come from the site map, so word separators are approximate. Next: mkh_organization, or pass the id as organization_ids to mkh_browse.

Input Schema

NameRequiredDescriptionDefault
limitNoPublishers to list.
queryNoPart of the name, Persian or English, e.g. 'دانشگاه' or 'udemy'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.2

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/openWorld/non-destructive, so the safety profile is covered. The description adds non-obvious behavior an agent could not get from annotations: names are derived from the site map and word separators are approximate, which warns against exact-string matching.

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?

Two short blocks, front-loaded with the resource definition before the routing hint. The line-broken fragments are slightly choppy but nothing is redundant.

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 lookup with full schema coverage and no output schema, the description covers purpose, data caveats, and next steps. Only pagination/return-shape details are unaddressed, which is a minor gap given the annotations.

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

Parameters4/5

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

Schema coverage is 100%, so both limit and query are documented at baseline 3. The description adds the downstream semantics of the id (usable as organization_ids in mkh_browse), which is meaning the schema does not carry.

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 names the specific resource (course publishers, ~180 of them) and clarifies the output is ids used as filters, which separates it from mkh_browse and mkh_categories. The verb 'list' is only implicit, and the fragmentary first sentence keeps it just short of a 5.

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

Usage Guidelines5/5

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

It explicitly routes the agent: use mkh_organization for detail on one entry, or feed an id into mkh_browse via organization_ids. That is a concrete when-to-use-this vs. when-to-use-sibling instruction rather than an implied one.

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