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MCPMark-Verified

A human-verified edition of MCPMark for MCP tool use across Notion, GitHub, Filesystem, Postgres, and Playwright server environments.

1 models

Higher is better.

  1. 1Kimi K2.7 CodeMoonshot AI81.1
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Interactive MCP task completion
Tasks
MCP tool-use tasks across five server environments
Authors
MCPMark (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.