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Resources in MCP servers allow you to expose data to clients, similar to GET request handlers in a typical HTTP server. They're perfect for scenarios where you need to fetch information rather than perform actions.
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Learn how to use Claude's vision capabilities for image analysis, from basic implementation to production-ready systems. Covers technical constraints, prompting techniques that dramatically improve accuracy, and real-world examples like automated fire risk assessment.- Published on
Learn when to let Claude figure out the steps instead of defining them yourself. Discover how to build powerful agents with simple, combinable tools that handle unpredictable tasks. Includes tool design principles and real-world examples.- Published on
Learn how to process PDF documents with Claude for intelligent analysis beyond simple text extraction. Covers implementation, what Claude can extract from PDFs, common use cases like contract analysis and data extraction, and production best practices.- Published on
Learn how to build an MCP server using the official Python SDK. This practical guide shows you how decorators and type hints simplify tool creation, replacing complex JSON schemas with clean, readable code.