tools-for-automatically-indexing-code-files-and-rag-retrieval-augmented-generation – MCP tools

memvid_ask
memvid-mcp
Ask questions about memory files using retrieval-augmented generation to get answers from stored content with configurable search modes.
MIT
upload_file
Gemini RAG MCP Server
Upload files to process and index them for searchable knowledge retrieval using RAG (Retrieval-Augmented Generation) technology.
MIT
search_code
RAG MCP Server
Perform semantic searches across indexed codebases using RAG (Retrieval-Augmented Generation) to find relevant code snippets based on meaning and context.
tavily_search_context
Tavily Cursor MCP Server
Generate search results optimized for RAG context by providing relevant web content for retrieval-augmented generation applications.
remove_file
MCP RAG
Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.
MIT
venice_create_embeddings
Venice MCP Server
Generate text embeddings to enable semantic search and Retrieval-Augmented Generation (RAG) applications.
MIT

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