Unverified50% confidenceFactExact time
MCP的工作机制需要将大量上下文信息注入模型输入，导致Token消耗过大
1
Sources
50%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
Hermes Agent for Kubernetes Cluster Management: AIOps Tool Selection and Cost Analysis
bilibili凉也要学AI7/9/2026
Related Claims
Unverified每次MCP调用都会产生大量Token消耗，且由于需求动态变化，这些消耗无法像固定文档那样被缓存复用76% similarUnverifiedWhen each MCP is loaded, its tool descriptions are stuffed into the context; attaching a large number of MCPs to an Agent without restricting Tools will cause token explosion, increased latency, and rising costs.75% similarUnverifiedAt the tool layer, using large models with Function Calling or the MCP protocol to handle complex requests can only serve as a fallback and cannot carry the main traffic; otherwise, costs will severely overrun as user volume grows.74% similarUnverified每个MCP工具的定义描述、参数schema、使用示例等加在一起可能消耗数百乃至数千token74% similarUnverifiedMCP can consume up to 72% of a large model's context window in a single interaction74% similar
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