Korean University Disclosure Indicators (대학알리미)

Compare 488 Korean universities on 17 official disclosure indicators (대학알리미). No API key.

Should I use this

Quality & Safety

B
Description quality
85%
Schema completeness
55%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (4)

  • LOWTool 'get_university_metrics' description lacks action verbin get_university_metrics
  • LOWTool 'compare_universities' description lacks action verbin compare_universities
  • LOWTool 'explain_indicator' description lacks action verbin explain_indicator
  • LOWTool 'explore_universities' description lacks action verbin explore_universities

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~663Tokens (tool definitions)
~408 BTypical response size
Moderate attention impact (0.52% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "academyinfo": {
      "command": "npx",
      "args": [
        "academyinfo-mcp"
      ]
    }
  }
}

Runnable packages

npmacademyinfo-mcp0.4.0stdio

Remote endpoints

https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcpstreamable-http

What it can do

Tool inventory

Tools (8)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_sources

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

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_indicators

List v0.1 file-first indicators enabled by default.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_university(query)

Search local file-first university records without guessing ambiguous matches.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_university_metrics(university_name, indicators)

Return verified local metrics for one university when available.

Input Schema

{
  "type": "object",
  "properties": {
    "university_name": {
      "type": "string"
    },
    "indicators": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢compare_universities(university_names, indicators)

Compare verified local metrics for multiple universities when available.

Input Schema

{
  "type": "object",
  "properties": {
    "university_names": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "indicators": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢explain_indicator(indicator)

Explain a v0.1 indicator with source metadata and verification status.

Input Schema

{
  "type": "object",
  "properties": {
    "indicator": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢validate_source_coverage

Validate v0.1 source coverage, key policy, and bundled data boundaries.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢explore_universities(university_queries, indicators)

Resolve universities and return factual side-by-side local indicator data.

Input Schema

{
  "type": "object",
  "properties": {
    "university_queries": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "indicators": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": {}
}

Community

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Evidence

Recent observations

verifiedversion not recorded8 tools
verifiedversion not recorded8 tools
verifiedversion not recorded8 tools