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Implement Model Context Protocol (Model Context Protocol) Tools

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Linked challenge: Dynamic Ad Pricing & Inventory Optimization

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Linked challenge
Dynamic Ad Pricing & Inventory Optimization

Prompt source

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Develop Model Context Protocol (Model Context Protocol)-enabled tools to interact with a simulated ad exchange API (e.g., to fetch current bids, available inventory, set prices) and a simulated market data feed (e.g., competitor pricing, seasonal trends). Ensure these tools are accessible by your CrewAI agents.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.