MCPs โบ Data & APIs โบ BigQuery RAG MCP Server
A private MCP server that converts natural-language questions into embeddings and performs semantic retrieval over document chunks stored in BigQuery, returning structured passages with source and page metadata. It serves as the read-only retrieval layer for a document-grounded chatbot.
Not monetized yet
Turn BigQuery RAG MCP Serverโs tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install BigQuery RAG MCP Server
For anyone using BigQuery RAG MCP Server โ no Lulu account needed# stdio server โ install per the repository README: https://github.com/shrprabh/bigquery-rag-mcp
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server โFAQ
BigQuery RAG MCP Server installs from source โ follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) โ never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns BigQuery RAG MCP Server โ adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in โ waitlist.
[](https://getlulu.dev/mcps/bigquery-rag-mcp-server)