MCPEval is an automated MCP-based framework that generates, verifies, and scores LLM agent tool-use tasks; its experiments reveal a consistent gap between how well agents execute tool calls and how well they synthesize final answers.
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MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
MCPEval is an automated MCP-based framework that generates, verifies, and scores LLM agent tool-use tasks; its experiments reveal a consistent gap between how well agents execute tool calls and how well they synthesize final answers.