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kula-ai

@kula-ai/mcp-server

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by kula-ai

find_disciplines

Search academic disciplines by name. Supports paginated results with configurable page and limit.

Instructions

Search academic disciplines (fields of study).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query — matched against discipline name
pageNoPage number (default: 1)
limitNoItems per page, max 100 (default: 20)
Behavior2/5

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

No annotations provided; description does not disclose behavioral traits such as pagination defaults, case sensitivity, or result handling. Falls short of compensating for missing annotations.

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?

Single sentence, no fluff, but lacks substance. Conciseness is good but at expense of completeness.

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

Completeness2/5

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

Simple tool with 3 parameters and no output schema; description fails to explain return format or any post-request behavior. Incomplete for effective use.

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%, so description adds no extra meaning beyond schema. Baseline score of 3 applies.

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?

Description clearly states 'Search academic disciplines (fields of study)' which specifies verb and resource, and distinguishes from siblings like find_companies and find_degrees.

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?

No guidance on when to use this tool vs alternatives like search_disciplines, which is a sibling. Missing context on 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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