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Code intelligence tools for LLMs to understand codebase structure and locate functionality MCP tools

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

49,615 tools. Last updated 2025-12-31 09:18
  • 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.
  • Access documentation and usage guides for n8n workflow automation tools to understand available capabilities and implementation methods.
    MIT License
  • Analyzes a project directory to generate a comprehensive codebase overview, including directory structure and code symbols. Use to quickly understand project layout and key elements at task initiation.
    MIT License

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