# MCPMark-Verified (MCP Mark Verified)

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

Canonical page: https://benchlm.ai/benchmarks/mcpmarkverified

- Category: [Agentic](/agentic)
- Last updated: September 27, 2026

## About MCP Mark Verified

- Year: 2026
- Tasks: MCP tool-use tasks across five server environments
- Format: Interactive MCP task completion
- Difficulty: Advanced tool use
- Paper: [MCPMark](https://mcpmark.ai/)

Moonshot reports MCPMark-Verified as a human-verified edition of MCPMark and says it will be open-sourced. BenchLM stores provider-reported exact values as display-only launch evidence until a stable public leaderboard is available.

MCP Mark Verified is currently displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.

## Leaderboard (1 models)

| Rank | Model | Creator | Score |
|------|-------|---------|-------|
| 1 | [Kimi K2.7 Code](/models/kimi-k2-7-code) | Moonshot AI | 81.1% |

## FAQ

### What does MCP Mark Verified measure?

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

### Which model scores highest on MCP Mark Verified?

Kimi K2.7 Code by Moonshot AI currently leads with a score of 81.1% on MCP Mark Verified.

### How many models are evaluated on MCP Mark Verified?

1 AI models have been evaluated on MCP Mark Verified on BenchLM.

### Does MCP Mark Verified affect BenchLM's overall score?

Not directly. MCP Mark Verified is still displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.