# Korean University Disclosure Indicators (대학알리미) (npm · academyinfo-mcp)

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

- Trust score: 68/100 (medium)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-20

## Components

- remote · `academyinfo-mcp-433006350023.asia-northeast3.run.app`: 62/100, [markdown](https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp-433006350023.md), [page](https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp-433006350023)
- npm · `academyinfo-mcp`: 68/100 (this document), [markdown](https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp.md), [page](https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp)

## Channel facts

- Registry: `npm`
- Package: `academyinfo-mcp`
- Version: `0.4.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-20.

- **Supply Chain Security**: 98/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 55 of 144 dependencies flagged as unhealthy (1 deprecated).
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 8 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 64/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 232 tokens (~29/item across 8 items; 8 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 33/100
  - Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add yousunjung84-edu-academyinfo -- npx -y academyinfo-mcp
```

### Codex

```bash
codex mcp add yousunjung84-edu-academyinfo -- npx -y academyinfo-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "yousunjung84-edu-academyinfo": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "academyinfo-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add yousunjung84-edu-academyinfo --command npx --arg -y --arg academyinfo-mcp
```

### Hermes

```yaml
mcp_servers:
  yousunjung84-edu-academyinfo:
    command: "npx"
    args: ["-y", "academyinfo-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "yousunjung84-edu-academyinfo": {
      "command": "npx",
      "args": [
        "-y",
        "academyinfo-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-20 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-18 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-16 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-14 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-13 (score 64, +2)

- [security improvement] GHSA-frvp-7c67-39w9 no longer affects this package
- [security improvement] Known CVEs: fail → pass

### 2026-08-12 (score 62, +15)

- [security improvement] Malware scan: unverified → pass
- [functional regression] Security disclosure: unverified → fail

### 2026-08-11 (score 47, −11)

- [security regression] Malware scan: pass → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional improvement] Stability: unverified → 0.03
- [functional] Schema quality: fair → good
- [functional] Package version: 0.3.1 → 0.4.0
- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-08-10 (score 58)

First indexed and scored.

## MCP tools (8)

### `list_sources` (~22 tokens)

List Sources

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

### `list_indicators` (~21 tokens)

List Indicators

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

### `search_university` (~27 tokens)

Search University

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

Input parameters:

- `query` (string)

### `get_university_metrics` (~35 tokens)

Get University Metrics

Return verified local metrics for one university when available.

Input parameters:

- `indicators` (array)
- `university_name` (string)

### `compare_universities` (~35 tokens)

Compare Universities

Compare verified local metrics for multiple universities when available.

Input parameters:

- `indicators` (array)
- `university_names` (array)

### `explain_indicator` (~29 tokens)

Explain Indicator

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

Input parameters:

- `indicator` (string)

### `validate_source_coverage` (~26 tokens)

Validate Source Coverage

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

### `explore_universities` (~37 tokens)

Explore Universities

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

Input parameters:

- `indicators` (array)
- `university_queries` (array)

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp#diagnostics

## Score history

- 2026-08-20: 68
- 2026-08-19: 67
- 2026-08-18: 67
- 2026-08-17: 66
- 2026-08-16: 66
- 2026-08-15: 65
- 2026-08-14: 65
- 2026-08-13: 64
- 2026-08-12: 62
- 2026-08-11: 47
- 2026-08-10: 58

## Links

- npm package: https://www.npmjs.com/package/academyinfo-mcp
- Socket report: https://socket.dev/npm/package/academyinfo-mcp
- Repository: https://github.com/yousunjung84-edu/academyinfo-mcp
- Changelog RSS feed: https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp.json
- HTML version of this page: https://verifymcp.io/servers/yousunjung84-edu-academyinfo/academyinfo-mcp