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Implement Model Context Protocol Network Tools & Gemini Integration

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Linked challenge: Proactive Network Incident Response with Gemini 2.5 Pro & CrewAI

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Linked challenge
Proactive Network Incident Response with Gemini 2.5 Pro & CrewAI

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Implement at least two Model Context Protocol (Model Context Protocol)-enabled tools: `get_network_metrics(service_name, metric_type)` and `execute_command_on_device(device_id, command)`. These should interface with simulated network monitoring and management systems. Integrate Gemini 2.5 Pro into your 'Incident Analyst' agent, detailing how it will use its multimodal capabilities (e.g., processing structured metric data) and 'Deep Think' mode to analyze complex incident data from these Model Context Protocol tools.

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.