Scale AI - MCP Atlas — leaderboard

Evaluates real-world tool use through the Model Context Protocol. Part of Scale's SEAL agentic benchmark suite.

Source: github.com. Status: saturation imminent.

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