pium-mcp
An MCP server for career and academic counseling that uses official public data from CareerNet and University Information. It enables searching majors, jobs, universities, aptitude matching, drafting counseling notes, and managing student portfolios.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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surri
Source: Glama
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
compare여러 대학(같은 학과)을 경쟁률·등록금·장학금·취업률로 비교하고 '등록금 대비 장학금·취업률' 가성비를 평가합니다. (출처: 대학알리미)
draft_counsel수집된 정보로 진학 상담 코멘트·학부모 안내문·지원 사유서 초안을 생성합니다. 교사가 다듬어 사용하는 보조 도구입니다.
explore_job직업의 하는 일·임금·전망·되는 길을 보여줍니다. (출처: 커리어넷 직업정보)
get_major한 학과의 교육과정·진출분야·관련직업·취업률을 보여줍니다. (출처: 커리어넷·대학알리미)
match_aptitude흥미·강점을 바탕으로 어울리는 학과·직업 방향을 제시합니다. 커리어넷 진로심리검사 결과코드 또는 대화형 입력을 받습니다.
portfolio학생별 진학 포트폴리오(관심학과·성적대·희망대학 위시리스트·메모)를 저장/조회/수정합니다. studentKey는 개인정보 보호를 위해 실명 대신 별칭을 권장합니다.
search_major관심 키워드·계열로 대학 학과를 탐색합니다. (출처: 커리어넷 공식 데이터)
search_university조건별 대학(학과 개설)과 경쟁률·충원율·정원·등록금·장학금·취업률을 조회합니다. (출처: 대학알리미·표준데이터)
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
Tool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
8/8 tools missing one or more hints — compare (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); draft_counsel (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); explore_job (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +5 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
Production dependencies are patched
0 critical, 3 high severity in production deps — @modelcontextprotocol/sdk@1.18.0 (high), @modelcontextprotocol/sdk@1.18.0 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
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