The real catalog of tools for AI agents

College Scorecard MCP — US Department of Education College Scorecard API

Higher education data: tuition, graduation rates, and earnings

Build and publish scorecards, assessments, and scored surveys. Preview drafts and read submissions.

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

US college data from the College Scorecard API. No key required.

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

8 graded AGI-2027 predictions, the 0-100 Thesis Tracker, and a public market-call ledger. Free.

Import golf scores after reviewing a preview. Create rounds with the correct course and play date.

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.

Score any MCP server against a 100-point production-readiness rubric (static AST + PyPI +...

Log golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math.

US college admissions fit (College Scorecard bands) + verified admitted-student mentor search.

AI screening interviews, resume matching, and evidence-linked scorecards for recruiting teams.

Trust-check any dependency for agents: OpenSSF Scorecard, licenses, CVEs, deps. 7 ecosystems.

Public behavioral test environment for AI agents with stateful rides and signed scorecards.

Booking decisions, scorecards, and self-checks for Florida food vendors over live DBPR data.

Independent AI-agent reviews: trust checks, evidence scorecards, incident registry, recommendations.

Manage hiring in Yardstick's ATS: jobs, candidates, applications, interviews, and scorecards.

Keyless MCP for Just Signal: live quotes, report publishing, scorecard, and Chophouse panel grades.

Scorecards, tee yardages, USGA ratings and green contour maps for 30,000 golf courses worldwide.