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ssuMCP MCP server · C · ToolBench

ssuMCP

Soongsil University MCP server for Claude, Cursor and other MCP clients. Provides access to university academic systems (u-SAINT, LMS, library) and campus information.

<=2025-11-25STREAMABLE_HTTP9 tools

65/100

Definition Quality78

Protocol Readiness66

Supportability41

Spec posture

Inferred effective spec <=2025-11-25·current baseline 2026-07-28

Static source inference · medium confidence · detected: Logging, Dynamic Client Registration

Deprecated protocol patterns detected

Summary

ssuMCP defines 9 tools with consistent verb-noun naming (classify_, search_, get_, check_, list_, evaluate_, find_) and detailed Korean-language descriptions. All tools have input schemas with typed parameters and descriptions. However, output schemas are not explicitly documented in the source, parameter descriptions occasionally lack constraint details (e.g., 'limit' lacks min/max bounds), and error handling guidance is absent. Tools are well-composed for academic policy queries but lack idempotency hints and recovery guidance.

Tools (9)

check_scholarship_policyread onlysource verified75/100

장학금 질문과 GPA·취득학점·입학연도·TOPIK을 공식 근거와 대조합니다. 기존 decision/matchedRequirements와 별도로 지원되는 외국인/TOPIK·백마 규칙의 deterministic tierEvaluation을 반환합니다.

classify_academic_questionread onlysource verified77/100

학사 질문을 졸업/장학/학사일정/일반 규정 의도로 분류하고, 이어서 호출할 ssuMCP 도구를 추천합니다.

evaluate_graduation_with_policyread onlyauthsource verified75/100

인증된 학생의 u-SAINT 졸업요건 상태와 공식 학칙/졸업 안내 근거를 함께 반환합니다. mcp_session_id를 생략하면 현재 transport에 안전하게 바인딩된 세션을 사용합니다.

find_academic_calendar_eventsread onlysource verified80/100

숭실대학교 학사일정을 연도, 월, 키워드로 필터링해 반환합니다. 수강신청·개강·종강·시험 같은 일정 검색에 사용합니다.

get_academic_calendarread onlysource verified80/100

숭실대학교 학사일정을 조회합니다. 수강신청·중간/기말고사·방학 등의 주요 일정을 [{date, endDate, event, category}] 형태로 반환합니다. date는 시작일(ISO), endDate는 기간 일정의 종료일(ISO, 포함)이며 하루짜리 일정은 endDate가 null입니다. year를 생략하면 현재 연도를 사용합니다.

get_academic_policy_briefread onlysource verified80/100

학사 질문에 대해 evidence에 근거한 answer/facts와 미확인 사항, 개정본 검증 상태가 포함된 citations를 분리해 반환합니다.

list_academic_policy_sources

Issues (5)

HIGHtool ↗

Output schemas not documented. Tool descriptions state what is returned (e.g., 'citations', 'tierEvaluation', 'events') but formal JSON Schema output types are not visible in source. LLMs cannot plan downstream tool chains without knowing response structure.

classify_academic_questionsearch_academic_policy_sourcesget_academic_policy_briefcheck_scholarship_policyevaluate_graduation_with_policysearch_campus_facilitiesget_academic_calendarfind_academic_calendar_events

HIGHconstrained-input ↗

Numeric parameter constraints missing. 'limit' parameters (default 5, max 10) and 'page'/'size' parameters lack explicit min/max bounds in schema. LLMs may pass invalid values (e.g., limit=1000, page=-1) without validation guidance.

search_academic_policy_sourcesget_academic_policy_briefcheck_scholarship_policysearch_campus_facilitiesfind_academic_calendar_events

Recommendations

Document output schemas for all 9 tools. For example, search_academic_policy_sources should declare: {type: 'object', properties: {sources: {type: 'array', items: {type: 'object', properties: {url, contentUrl, revision, effectiveDate, liveSupported, verifiedDate}}}, live_status: {type: 'object'}, timestamp: {type: 'string', format: 'date-time'}}}.
Add explicit min/max constraints to numeric parameters. E.g., 'limit': {type: 'integer', minimum: 1, maximum: 10, description: '반환할 근거 수. 기본 5, 최대 10.'} and 'page': {type: 'integer', minimum: 0, description: '0-based 페이지.'}.
Add error handling guidance to tool descriptions. E.g., search_academic_policy_sources: 'If live fetch fails (network timeout, 503), falls back to seed corpus. Returns live_status: {attempted: bool, succeeded: bool, error: string?} to indicate fallback.'
Migrate evaluate_graduation_with_policy away from mcp_session_id. Make the tool stateless by accepting student_id or u-SAINT credentials as parameters, or document that session binding is handled transparently by the transport layer without exposing mcp_session_id to the LLM.
Add tool annotations to schema. Declare readOnlyHint: true for all 9 tools in the tool definition. E.g., {name: 'search_academic_policy_sources', description: '...', inputSchema: {...}, readOnlyHint: true}.

Spec posture evidence

Inferred effective spec: <=2025-11-25.

Relies on Logging (deprecated) - log to stderr or use OpenTelemetry

Score history

Overall score trend

First recorded score · v2 rubric

65/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	C	65	<=2025-11-25	v2