aiagentkarl/

agent-evaluation-benchmark

A benchmark dataset for evaluating AI agent tool-use capabilities across 55+ test cases spanning 14 categories.

This benchmark tests whether AI agents can correctly select and use the right MCP tools for real-world tasks. It covers data retrieval, blockchain queries, security analysis, academic research, and more.

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Category Test Cases Description

Weather 5 Forecasts, UV index, climate history

Blockchain… See the full description on the dataset page: https://huggingface.co/datasets/aiagentkarl/agent-evaluation-benchmark.