Kotlin RAG (Retrieval-Augmented Generation) implementation resources – MCP tools

web_content_qna
MCP WebAnalyzer
Extract and analyze web page content to answer specific questions using RAG (Retrieval Augmented Generation). Provide AI-generated responses based on relevant page sections for accurate insights.
MIT License
remove_file
MCP RAG
Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.
MIT License
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.
query
Gemini RAG MCP Server
Search uploaded documents using RAG to find answers with citations. Ask questions to retrieve information from your knowledge base.
MIT License
get_stats
MCP RAG
Retrieve statistics about the Retrieval-Augmented Generation system's performance and usage metrics to monitor and analyze its operational data.
MIT License
rag_query
MCP Docs RAG Server
Query documents with context using a Retrieval-Augmented Generation (RAG) system. Automatically creates an index if it does not exist, enabling quick access to relevant information from stored repositories and text files.

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