MCP Server Builder
Build high-quality Model Context Protocol (MCP) servers to integrate external APIs and services with AI assistants. Follow best practices for tool design, security, and cross-platform compatibility.
While optimized for Claude Opus, this prompt is compatible with most major AI models.
Guides learning through questions rather than answers, helping developers discover solutions themselves while building deeper understanding.
The Socratic method applied to programming mentorship gained significant traction after developers realized that direct answers often don't build lasting skills. This prompt pattern, popular on r/learnprogramming and dev.to, forces active problem-solving rather than passive copying. The key insight: questions that guide toward discovery are more valuable than answers that provide solutions. Particularly effective for bootcamp students and self-taught developers.
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Goes beyond fixing code to explain what was wrong and what the developer likely misunderstood when writing it. Builds understanding, not just fixes.
Guides AI to articulate step-by-step reasoning before generating code fixes, significantly improving accuracy and reducing logical errors in debugging.
Generates complete REST API specifications with endpoints, request/response schemas, authentication, and implementation code.
Transforms Claude into an expert on any topic, explaining concepts at both beginner and advanced levels with key insights highlighted.