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Guidance for Understanding Large Codebases and Learning Their Architecture MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

44,977 tools. Last updated 2025-12-16 20:44
  • Analyze large codebases and complex projects using Google Gemini's 1M token context for architecture design, comprehensive code reviews, and extensive context analysis.
    MIT License
  • Get expert software architecture guidance for system design patterns, scalability strategies, and technical decision-making. Submit architectural questions requiring deep technical expertise.
    MIT License
  • Map website URLs to analyze site structure, content organization, and navigation paths. Ideal for site audits, content discovery, and understanding website architecture.
    MIT License
  • Generate structured website maps to analyze site architecture, navigation paths, and content organization. Ideal for site audits, content discovery, and understanding web structure with customizable depth and breadth settings.
  • Understand DeSo blockchain architecture, flows, and integration patterns with detailed explanations. Optionally include code examples to enhance learning and implementation clarity.

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