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EngineeringFeb 24, 2025 · 5 min read

Docker's Dynamic MCP and the Context Window Problem

Fifty tool definitions crammed into the context window costs tokens, degrades reasoning, and risks hallucinations. Docker's containerized MCP Gateway and dynamic discovery flip the model.

Docker's Dynamic MCP and the Context Window Problem

Kushan Manahara

Machine Learning Engineer

Machine learning engineer at H2O.ai working on production AI/ML systems, agentic architectures, and the infrastructure underneath them.

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#linux #llm #aiagents #devtools #inference #machine-learning #mcp #python #rag

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