MCP-Atlas

MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers Leaderboard | MCP Atlas Paper | Github Dataset Summary This public release is a subset of 500 sample tasks from the MCP Atlas Benchmark dataset. MCP Atlas is a large-scale benchmark for evaluating tool-use competency, comprising 36 real MC

Papers using MCP-Atlas (3)

ADK Arena: Evaluating Agent Development Kits via LLM-as-a-Developer2026EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL2026MCP-Atlas: A Large-Scale Benchmark for Tool-Use Competency with Real MCP Servers2026