activeTool useAgents
MCP Mark Verified
Metric: Score (higher is better)Introduced: 2026
Moonshot-reported Model Context Protocol tool-invocation benchmark used in Kimi K2.7-Code comparison tables. Keep separate from MCP-Atlas and public coding benchmarks.
Models ranked
1
tracked on this benchmark
Score band
81.1 – 81.1
best → lowest tracked
Snapshot trend
—
need ≥2 snapshots
Leaderboard
Tracked models ranked by Score (higher is better).
#Model variant and provenanceRelative to leaderScore
1
Kimi K2.7-Code
81.1Version: official, Moonshot-reportedHarness: Not recordedEvaluator: Not recordedObserved: Jun 12, 2026Confidence: Not recordedSource
Notes: DAT-6271: Kimi K2.7-Code's strongest sourced MCP result; keep separate from MCP Atlas and public coding benchmarks.
How to read this benchmark
This benchmark scores models where higher is better. Use scores for directional filtering and shortlisting, not universal quality ranking; then validate pricing, context window, provider availability, and fit for your workload.
Trust this score when
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- The model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Be cautious when
- There is only one benchmark snapshot or the dataset appears stale.
- The benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
Related benchmarks
Last reviewed: Jun 19, 2026