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Search majors, universities, and careers, then draft counseling materials from official data.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "pium-mcp" yet — see the docs or source repo.
Based on a student's interests in biology, environmental protection, and data analysis, recommend suitable university majors and related careers, and explain the characteristics and career paths of each option.
A matched list of majors and careers with recommendation reasons and career path explanations.
Please find three universities offering computer science majors, compare their admission characteristics, locations, and strengths, and organize the results into a concise comparison table.
A university comparison table that clearly shows differences and selection advice.
Create a career counseling note from the following session and summarize it into a student portfolio entry: the student prefers STEM fields, aims for information security majors, and is concerned about job prospects and university choices.
A structured counseling note and an archive-ready student portfolio summary.
Manage candidate profiles and job-search data through an MCP-enabled API.
Find recent matching jobs from your profile and score them against your resume.
Query structured resume data for profiles, projects, writing, and experience access.
Turn UPB Virtual into structured course data for AI querying and syncing.
Browse and search local resumes and job application documents quickly.
Compare resumes with job descriptions and visualize skill gaps clearly.