Source link : https://tech365.info/open-source-mcpeval-makes-protocol-level-agent-testing-plug-and-play/
Enterprises are starting to undertake the Mannequin Context Protocol (MCP) primarily to facilitate the identification and steerage of agent instrument use. Nonetheless, researchers from Salesforce found one other option to make the most of MCP know-how, this time to assist in evaluating AI brokers themselves.
The researchers unveiled MCPEval, a brand new technique and open-source toolkit constructed on the structure of the MCP system that exams agent efficiency when utilizing instruments. They famous present analysis strategies for brokers are restricted in that these “often relied on static, pre-defined tasks, thus failing to capture the interactive real-world agentic workflows.”
“MCPEval goes beyond traditional success/failure metrics by systematically collecting detailed task trajectories and protocol interaction data, creating unprecedented visibility into agent behavior and generating valuable datasets for iterative improvement,” the researchers stated within the paper. “Additionally, because both task creation and verification are fully automated, the resulting high-quality trajectories can be immediately leveraged for rapid fine-tuning and continual improvement of agent models. The comprehensive evaluation reports generated by MCPEval also provide actionable insights towards the correctness of agent-platform communication at a granular level.”
MCPEval differentiates itself by being a totally automated course of, which the researchers claimed permits…
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Author : tech365
Publish date : 2025-07-25 06:23:00
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