Dataset · Hugging Face

ICIP/LiveMCPBench

Name: LiveMCPBench
Creator: ICIP
License: apache-2.0
Keywords: task_categories:image-text-to-text, language:en, license:apache-2.0, size_categories:n<1K, format:json, modality:audio, modality:document, modality:text, library:datasets, library:pandas, library:mlcroissant, library:polars, arxiv:2508.01780, region:us, llm-agents

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools? Benchmarking the agent in real-world tasks within a large-scale MCP toolset. 🌐 Website | 📄 Paper | 💻 Code | 🏆 Leaderboard | 🙏 Citation Dataset Description LiveMCPBench is the first comprehensive benchmark designed to evaluate LLM agents at scale across diverse Model Context Protocol (MCP) servers. It comprises 95 real-world tasks grounded in the MCP ecosystem… See the full description on the dataset page: https://huggingface.co/datasets/ICIP/LiveMCPBench.

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Author / organization	ICIP
License (as declared)	apache-2.0
Downloads	502 (as reported by Hugging Face)
Likes	9
Created	31 July 2025
Last updated at source	7 August 2025

llm-agentstool-usebenchmarkmcp

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