An MCP server for indexing S3 content into a RAG vector database – MCP tools

94,732 tools. Last updated 2026-03-28 03:29

export_to_weaviate
Skill Seekers
Export skills to Weaviate vector database format for production RAG applications, enabling hybrid search with vector and keyword capabilities.
MIT
export_to_weaviate
Skill Seekers
Export AI skills to Weaviate vector database format for hybrid search in production RAG applications.
MIT
upload_content
Gemini RAG MCP Server
Add text content to a knowledge base for RAG indexing, making it searchable and retrievable through AI applications.
MIT
upload_content
Gemini RAG MCP Server
Upload text content for RAG indexing to make it searchable in a knowledge base. The tool processes content and adds metadata for information retrieval.
MIT
add_contexts_batch
Context MCP
Add multiple context entries to a vector database in one batch operation for efficient bulk indexing and storage of semantic information.
MIT
download
MCP Windows Website Downloader Server
Download entire documentation websites for offline RAG indexing by providing a URL, enabling configurable depth and asset capture.
MIT

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