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Add Claude Desktop web search sample (AgentCore Gateway) #1859

Description

@irearroyo

What

Add a new sample under
01-features/03-connect-your-agent-to-anything/03-web-search/04-claude-desktop
showing how to connect Claude Desktop to AgentCore Web Search through an
AgentCore Gateway (MCP endpoint), with Cognito/IAM Identity Center federation.

Why

Complements the existing web-search samples (raw MCP, Strands, LangChain) with a
no-code MCP client (Claude Desktop), and documents the security/governance
benefits of going through the Gateway (WAF, Guardrails, Cedar policy, no data egress).

Deliverables

  • provision.py + provision_web_search_gateway.ipynb
  • README with setup, usage, and diagrams

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