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List Sources

list_sources
Read-only

List the available Korean university disclosure data sources bundled in the local snapshot. Use this list to identify which indicators you can query for offline side-by-side comparisons.

Instructions

List bundled file-first academyinfo sources available in v0.1.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, providing the safety profile. The description adds useful context about the data being 'bundled file-first' and version-limited to v0.1, which goes beyond the annotations.

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, front-loaded sentence that states exactly what the tool does and its scope. No filler or redundancy.

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 simple list tool with no parameters, no output schema, and strong annotations, the description is sufficient. It clearly identifies the resource type and version, covering the key context needed for safe invocation.

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?

The tool has zero parameters, so the description doesn't need to explain any. Baseline is 4 for no-param tools, and the description appropriately focuses on the result rather than inputs.

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 uses a specific verb 'List' with a clear resource ('bundled file-first academyinfo sources') and scope ('available in v0.1'). It distinguishes from sibling tools like list_indicators by focusing on sources rather than indicators.

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

Usage Guidelines4/5

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

The description implies when to use the tool (when you need to list available sources in v0.1) and provides version context. It doesn't explicitly mention alternatives or exclusions, but for a simple list tool the context is clear.

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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curl -X GET 'https://glama.ai/api/mcp/v1/servers/yousunjung84-edu/academyinfo-mcp'

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