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DOMAIN 218% of the exam

Tool Design & MCP Integration

Design effective tool schemas, implement MCP servers and clients, and integrate external services into Claude-powered applications.

  1. 2.1Tool Interface Design
  2. 2.2Structured Error Responses
  3. 2.3Tool Distribution & Tool Choice
  4. 2.4MCP Server Integration
  5. 2.5Built-in Tools

How others did on this domain

64%

The median score on this domain across 2,033 first attempts at the CCAR-F mocks. Half scored between 9% and 82%.

See where you would land

5 full-length mocks of 60 questions in 120 minutes, each scored out of 1,000 against the real pass mark.

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