Agentic benchmark
MCP Mark Verified leaderboard
MCPMark-Verified. Every model the catalog carries a published MCP Mark Verified value for, ranked by that value.
CategoryAgentic
MeasureInteractive MCP task completion
TasksMCP tool-use tasks across five server environments
DifficultyAdvanced tool use
Published byMCPMark
A human-verified edition of MCPMark for MCP tool use across Notion, GitHub, Filesystem, Postgres, and Playwright server environments.
MCP Mark Verified ranking
1 model with a published MCP Mark Verified value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Interactive MCP task completion |
|---|---|---|---|
| 1 |  Kimi K2.7 Code | Moonshot AI | 81.1 |
Evidence key: Observed
Rows are ordered by the value MCPMark published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.