College Scorecard Mcp Server

Wraps the U.S. Department of Education College Scorecard API with nine tools that search institutions, compare outcomes, and pull program-level earnings data. You can filter schools by state, ownership, size, and acceptance rate, then drill into specific programs with median earnings at P25/P50/P75 one year post-graduation. The compare tool normalizes 2-5 schools side by side on costs, admissions, outcomes, or aid with percentile ranks computed in-flight. The value analysis tool runs parallel fetches for cost and earnings, then computes debt-to-earnings ratios and net price brackets the API doesn't expose directly. Includes CIP code lookup from embedded static data so you're not burning rate limits on taxonomy searches. Runs over stdio or streamable HTTP.