WindTools MCP Server

What is WindTools MCP Server? WindTools MCP Server is a code assistant that provides tools for semantic code search and document embedding using ChromaDB and sentence transformers. How to use WindTools MCP Server? To use the WindTools MCP Server, install it via pip or from source, configure the environment variables, and run the server. You can then utilize its tools for code indexing and searching. Key features of WindTools MCP Server? Semantic Code Search: Leverages sentence transformers for embedding and retrieving code snippets. Code Repository Indexing: Automatically indexes code files from specified directories. Persistent Storage: Saves code embeddings in ChromaDB for persistent retrieval. Directory Exploration: Tools for navigating and exploring codebases. Background Initialization: Asynchronous loading of resources to minimize startup time. Use cases of WindTools MCP Server? Searching for relevant code snippets in large codebases. Indexing and retrieving code files for better development efficiency. Assisting developers in navigating complex code structures. FAQ from WindTools MCP Server? Can WindTools MCP Server be used with any programming language? Yes! It can be configured to work with any language as long as the code files are indexed. Is WindTools MCP Server free to use? Yes! It is open-source and free to use under the MIT License. How do I contribute to the WindTools MCP Server? You can contribute by submitting issues or pull requests on the GitHub repository.

As an MCP (Model Context Protocol) server, WindTools MCP Server enables AI agents to communicate effectively through standardized interfaces. The Model Context Protocol simplifies integration between different AI models and agent systems.

To use the WindTools MCP Server, install it via pip or from source, configure the environment variables, and run the server. You can then utilize its tools for code indexing and searching. Key features of WindTools MCP Server? Semantic Code Search: Leverages sentence transformers for embedding and retrieving code snippets. Code Repository Indexing: Automatically indexes code files from specified directories. Persistent Storage: Saves code embeddings in ChromaDB for persistent retrieval. Directory Exploration: Tools for navigating and exploring codebases. Background Initialization: Asynchronous loading of resources to minimize startup time. Use cases of WindTools MCP Server? Searching for relevant code snippets in large codebases. Indexing and retrieving code files for better development efficiency. Assisting developers in navigating complex code structures. FAQ from WindTools MCP Server? Can WindTools MCP Server be used with any programming language? Yes! It can be configured to work with any language as long as the code files are indexed. Is WindTools MCP Server free to use? Yes! It is open-source and free to use under the MIT License. How do I contribute to the WindTools MCP Server? You can contribute by submitting issues or pull requests on the GitHub repository.

Learn how to integrate this MCP server with your AI agents and leverage the Model Context Protocol for enhanced capabilities.