AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

MCP-Universe

MCP-Universe evaluates LLMs on complex multi-step agentic tasks using Model Context Protocol (MCP) tools across diverse interactive environments, testing planning, tool orchestration, and task completion.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 1

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
DeepSeek-V3.20.459Not recordedNot recorded2025-12-01 · model_announcementLLM Stats