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Papers Benchmarks Datasets Tasks

MCP Collection dataset and benchmarks · SOTA2 Research

Research Datasets

MCP Collection

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Capability Detection

MCP Collection JavaScript TypeScript

96Recall

1

Capability Detection

MCP Collection Python

94Recall

1

Authorization Detection

MCP Collection JavaScript TypeScript

90.1Recall

1

Authorization Detection

MCP Collection Python

92.3Recall

1

Tool Extraction

MCP Collection JavaScript/TypeScript 50 projects

336Total Tools Identified

1

Tool Extraction

MCP Collection Python 50 projects

338Total Tools Identified

1

Popular tasks

Tool Extraction Authorization Detection Capability Detection

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