在 250 项任务的测试中，启用 36 个 MCP 服务器的完整配置下，工具搜索模式在保持准确率完全不变的前提下，将总 Token 消耗降低了 47%。将近一半的成本节省，精度一点没少。
Standard: The standard should require explicit sign-off before implementation, whether that's a comment, a tag in the commit message, or some other approval marker.
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About 30,000 people arrive to protest - 10 times the number anticipated by police.
At the same time, xTool has built a local creator community, Atomm, creating a two-way loop between content and users. As of September 2025, the community had 212,000 registered users, with 40,000 original works shared in total and 640,000 visits in a single month. This creator ecosystem has steepened the learning curve for the technology while also boosting repeat purchases and widening room for premium pricing.