MCPMark-Verified — leaderboard

Moonshot AI reported human-verified edition of MCPMark for MCP tool-use tasks across Notion, GitHub, filesystem, Postgres, and Playwright environments.

Source: huggingface.co.

Interactive version: theaggregate.ai/benchmark?slug=mcpmark-verified · How the rankings work · Data refreshed daily, snapshot 2026-07-22.