EduInsightsPublic intelligence layer · Higher education × the AI economy
The gap is real.
The path is real.
EduInsights aggregates federal higher-education data, AI-economy intelligence, and institutional curriculum evidence into one program-level intelligence layer — free, citation-backed, and open to AI agents as a first-class surface.
No signup needed to connect. API keys are for scripts and automation.
What you get
Evidence graph
Program-level, not institution-level
The atomic unit is a program: institution × field of study × award level. Completions, earnings, debt, and occupation linkages joined on canonical federal identifiers.
Provenance
Every number carries its source
IPEDS, College Scorecard, BLS, O*NET and the CIP–SOC crosswalk, with the grain and suppression flags kept visible rather than smoothed away.
Agent-native
An MCP server, not a scraped API
Add it to Claude or ChatGPT and ask questions directly. Curated tools need no key at all; a free key unlocks ad-hoc SQL.
Connect an AI client
The server is live and anonymous access needs no signup. Point any MCP-capable client at:
Search, lookup and program profiles need no account. The ad-hoc SQL tool prompts you to sign in the first time you use it, inside Claude — see setup instructions.