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MCPMark Verified is a stabilized, version-pinned subset of MCPMark's standard tasks for more reliable and reproducible MCP evaluation.

Explore the latest MCPMark leaderboard update featuring top MCP benchmark models like Qwen-3-Max, Grok-Code-Fast-1, and Kimi-K2-0905. Discover their tool-use capabilities, success rates, and cost efficiency for real-world MCP applications.

Introducing MCPMark, a comprehensive MCP benchmark to stress-test AI models on MCP tasks. Featuring 127 expert-crafted samples, diverse environments like Notion, Github, and Postgres. Explore detailed leaderboards, cost analysis, and rigorous task design for real-world AI evaluation.