Korean University Disclosure Indicators (대학알리미)

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Korean University Disclosure Indicators (대학알리미)": {
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (8)

• list_sources read-only

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

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• list_indicators read-only

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

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• search_university read-only

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

  Parameters:

  • query — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• get_university_metrics read-only

  Return verified local metrics for one university when available.

  Parameters:

  • indicators — array
  • university_name — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• compare_universities read-only

  Compare verified local metrics for multiple universities when available.

  Parameters:

  • indicators — array
  • university_names — array

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• explain_indicator read-only

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

  Parameters:

  • indicator — string

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• validate_source_coverage read-only

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

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• explore_universities read-only

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

  Parameters:

  • indicators — array
  • university_queries — array

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.