# Korean University Disclosure Indicators (대학알리미)

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

- name: io.github.yousunjung84-edu/academyinfo
- version: 0.4.0
- connection class: R0 (autonomous)
- trust: 91/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.yousunjung84-edu%2Facademyinfo
- tools: https://api.protogrid.dev/v1/servers/io.github.yousunjung84-edu%2Facademyinfo/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "academyinfo": {
      "type": "http",
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 85
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-100% ~updated-71d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 8 of 8 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_sources (destructiveHint, idempotentHint); search_university (destructiveHint, idempotentHint); explain_indicator (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 589 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: 50 (weight 15)

- warn `deps.known_vulns`: 1 advisory of lower severity or without a published fix: GHSA-5r4p-p66f-jhc7 in hono@4.13.9 (indirect, fixed in 4.13.11)
- fail `deps.mcp_sdk_version`: @modelcontextprotocol/sdk 1.29.0 has 3 known advisories (GHSA-22jm-h49p-29qw, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.32.0 or later
- pass `deps.resolvable`: academyinfo-mcp@0.4.0 resolved: 147 packages

- tools: 8, about 589 tokens to load them all
- tool set hash: 3f33cc938facbef8ad93412ee0e321de
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.yousunjung84-edu/academyinfo.svg)](https://protogrid.dev/servers/io.github.yousunjung84-edu/academyinfo)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- npm academyinfo-mcp@0.4.0: resolved, 146 dependencies, MCP SDK @modelcontextprotocol/sdk 1.29.0
  - GHSA-22jm-h49p-29qw (high) in `` @modelcontextprotocol/sdk@1.29.0 ``, direct, fixed in `` 1.32.0 ``, advisory summary: "MCP TypeScript SDK: Experimental tasks were not tied to the session that created them" https://osv.dev/vulnerability/GHSA-22jm-h49p-29qw
  - GHSA-6qxp-vccf-f47h (high) in `` @modelcontextprotocol/sdk@1.29.0 ``, direct, fixed in `` 1.31.0 ``, advisory summary: "MCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP server" https://osv.dev/vulnerability/GHSA-6qxp-vccf-f47h
  - GHSA-6prh-2h8m-c8cw (moderate) in `` @modelcontextprotocol/sdk@1.29.0 ``, direct, fixed in `` 1.32.0 ``, advisory summary: "MCP TypeScript client SDK: HTTP client transports and OAuth requests followed cross-origin redirects and re-sent custom headers and request bodies" https://osv.dev/vulnerability/GHSA-6prh-2h8m-c8cw
  - GHSA-5r4p-p66f-jhc7 (moderate) in `` hono@4.13.9 ``, indirect, fixed in `` 4.13.11 ``, advisory summary: "Hono: \`serveStatic\` decodes the request path a second time, leading to bypass of middleware on static paths" https://osv.dev/vulnerability/GHSA-5r4p-p66f-jhc7

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

- https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

- npm academyinfo-mcp@0.4.0

## Tools (8)

- `compare_universities`: Compare verified local metrics for multiple universities when available.
- `explain_indicator`: Explain a v0.1 indicator with source metadata and verification status.
- `explore_universities`: Resolve universities and return factual side-by-side local indicator data.
- `get_university_metrics`: Return verified local metrics for one university when available.
- `list_indicators`: List v0.1 file-first indicators enabled by default.
- `list_sources`: List bundled file-first academyinfo sources available in v0.1.
- `search_university`: Search local file-first university records without guessing ambiguous matches.
- `validate_source_coverage`: Validate v0.1 source coverage, key policy, and bundled data boundaries.