MCP-Universe
Progress Over Time
Interactive timeline showing model performance evolution on MCP-Universe
MCP-Universe Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  DeepSeek | 685B | — | — |
What is 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.
MCP-Universe is a text benchmark evaluating models on agents and tool calling tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.5.
Compare leaders on the best AI for agents and best AI for tool calling leaderboards.
Current leaders
DeepSeek-V3.2 from DeepSeek currently leads the MCP-Universe leaderboard with a score of 0.459 across 1 evaluated AI models.
FAQ
Common questions about the MCP-Universe benchmark and leaderboard.