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Why LLMs Need MCP to Avoid Token Waste

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Sep 24, 2025
0:43

Without MCP, your AI LLM connects directly to multiple scanning tools, each with different data formats. This floods the LLM with duplicate vulnerabilities and wastes tokens - the word counts that fill up your contextual window. Every tool reports the same findings differently, forcing the LLM to handle normalization, deduplication, and correlation across multiple tools. That's asking the LLM to do exactly what DefectDojo does, quickly filling up contextual windows and wasting computational resources. ------ Learn More at https://defectdojo.com/ Follow us on Social - linkedin.com/company/defectdojo/ - github.com/DefectDojo

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Why LLMs Need MCP to Avoid Token Waste | NatokHD