MCPMark: Stress-Testing Comprehensive MCP Benchmark
MCP Servers are shaping the future of software. MCPMark is a comprehensive, stress-testing MCP benchmark and a collection of diverse, verifiable tasks designed to evaluate model and agent capabilities in real-world MCP use. MCPmark will continuously update emerging MCP Servers to stay in step with the vibrant ecosystem!
MCPMark Verified is a stabilized, version-pinned subset of MCPMark's standard tasks for more reliable and reproducible MCP evaluation.
8 Models Ranking
View full leaderboardPass@1 success rate on MCPMark Verified's 127-task standard set (single-run evaluation, run-1)