Best Scorecard AI Skills & MCP Servers
3 curated Scorecard skills and MCP servers — install any of them into Claude, Cursor, ChatGPT, n8n, or any AI stack with one command.
Probe
MCP server validation CLI — fast pre-publish diagnostic for Model Context Protocol servers. Schema validation, tool/resource/prompt health checks, scorecard reporting, CI-ready exit codes.
College Scorecard
Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — via MCP. STDIO or Streamable HTTP.
Scorecard
Grade any MCP server's agent-readiness in one command — stdio (10 protocol checks) AND hosted/remote servers (10 security + web agent-readiness checks). Open source, local-first, no credentials.
About Scorecard skills on iClaude
iClaude is the universal install layer for AI skills. Every Scorecard skill on this page can be installed into Claude Code, Claude Desktop, Cursor, ChatGPT, n8n, Codex, and more — using a single copy-paste command. No config drift, no per-stack adapters, no manual MCP wiring.