Dataset · Hugging Face

ScaleAI/MCP-Atlas

Name: MCP-Atlas
Creator: ScaleAI
License: cc-by-4.0
Keywords: license:cc-by-4.0, size_categories:n<1K, format:parquet, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2602.00933, region:us

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 MCP servers and 220 tools. Tasks are designed to assess tool-use competency in realistic, multi-step workflows. Tasks use natural language prompts that avoid… See the full description on the dataset page: https://huggingface.co/datasets/ScaleAI/MCP-Atlas.

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Author / organization	ScaleAI
License (as declared)	cc-by-4.0
Downloads	12K (as reported by Hugging Face)
Likes	19
Created	12 December 2025
Last updated at source	3 August 2026

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