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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).

Compare candidates
#Model variant and provenanceScore
1
Kimi K2.7-Code
Version: 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.

81.1

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

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