The real catalog of tools for AI agents

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

College Scorecard MCP — US Department of Education College Scorecard API

Higher education data: tuition, graduation rates, and earnings

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.