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Model Context Protocol (MCP)
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What integ...
What integration problem does MCP solve that is sometimes called the N x M problem?
Without MCP, N AI applications each need custom integrations with M tools, requiring N x M separate connectors; MCP reduces this to N + M
AI models need N tokens of context for every M parameters, creating quadratic memory growth
N concurrent users compete for M GPU slots, causing throughput bottlenecks
N training examples are required for every M new tool integrations to maintain model accuracy
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