eval-sys/mcpmark
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MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.
项目介绍
An evaluation suite for agentic models in real MCP tool environments (Notion / GitHub / Filesystem / Postgres / Playwright).
MCPMark provides a reproducible, extensible benchmark for researchers and engineers: one-command tasks, isolated sandboxes, auto-resume for failures, unified metrics, and aggregated reports.
🚀 MCPMark Verified is now the default. The standard tasks in this repository are the Verified set — every environment version-pinned and every verifier stabilized. Results from earlier task versions are deprecated and not directly comparable, so please report new numbers as MCPMark Verified. On the Verified set, gpt-5.5 (xhigh) leads at 92.9% and kimi-k2.7 reaches 81.1%. See…
最新指标
| Star | 443 | 2026-07-16 |
|---|---|---|
| Fork | 40 | 2026-07-16 |
| 提交 | 448 | 2026-07-16 |
| 发布 | 4 | 2026-07-16 |
| Watcher | 7 | 2026-07-16 |
| 开放 issue | 14 | 2026-07-16 |
| 开放 PR | 4 | 2026-07-16 |