Combined MCP server adds Redshift querying and S3 Markdown semantic search
modelcontextprotocol · reddit · 2026-07-26
A combined MCP server that bundles Redshift SQL querying, schema exploration, and vector-based knowledge base tools for hybrid semantic search and RAG over Markdown files stored in S3.
- Supports database queries and schema inspection for Redshift
- Adds vector search for semantic retrieval over S3-hosted Markdown content
- Targets RAG-style workflows via a single MCP endpoint
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