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A tool for analyzing Python repository structure and code relationships MCP tools

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

71,103 tools. Last updated 2026-02-09 09:47
  • Analyze repository structure to understand code organization and file contents before detailed review, providing a high-level overview of the codebase.
  • Initialize a code graph for repository analysis to map function relationships and dependencies, enabling AI assistants to explore code structure effectively.
  • Create a structured code outline for TypeScript, JavaScript, or Python files, displaying classes, functions, and imports to simplify code analysis and navigation.
    MIT
  • Create UI flow diagrams by scanning React/Angular repositories. Analyzes codebases to map components, relationships, and UI structure for local or GitHub repositories.
  • Analyze a code repository's structure by flattening it into a textual representation. Gain a high-level overview of code organization, directory structure, and file contents to understand the codebase before a detailed review or when a full review is unnecessary.

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