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Explorer/MCP/node2flow/gemini-file-search-rag
REMOTE

Gemini File Search

node2flow/gemini-file-search-rag

MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generation). ## Features - Create and manage File Search stores - Upload documents (text, PDF, base64) with custom metadata and chunking config - Import existing Gemini files into stores - Track upload/operation status - Query documents using RAG with model selection and metadata filtering ## 12 Tools **Store Management**: create, list, get, delete stores **Upload & Import**: upload content directly or import existing files **Operations**: check status of store/upload operations **Documents**: list, get, delete documents in stores **RAG Query**: query documents with Gemini models (supports metadata filters) ## Configuration - GEMINI_API_KEY — Get one at https://aistudio.google.com/apikey

12 tools available
The Journeyman
A reasonable amount of history and nothing concerning in the scan.
Time indexed (7mo)
12toolsRemote/ HTTP7moindexed
100% uptime · 338ms avgChecked Sep 17, 2026
Quality Score
63/95
Deep
Risk Score
0/100
Clean
How is this calculated?
Quality Breakdown
Tenure14.7/20
217 days indexed
Capability17.7/25
Tools: 5.7/13 (12 tools)
Description: 5/5
Endpoint: 7/7
Adoption5.6/25
Use count: 5.6/20 (24 uses)
Multi-registry: 0/5 (1 registry)
Reliability25/25
Currently live: 10/10
Uptime history: 15/15 100% (89/89 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Risk
0Clean
No signals detected.
The scanner shows
12 tools. Nothing caught our attention.
First indexed Feb 11, 2026
Server Profile
Tools catalogued
12
12 tools available. Full list below.
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
Liveness
100%
Based on 48 checks. Average response: 338ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://gemini-file-search-rag--node2flow.run.tools
Tools (12)
gemini_create_store
Create a new Gemini File Search store for RAG documents. Returns the created store resource. Use this to create a knowledge base before uploading documents.
gemini_list_stores
List all Gemini File Search stores. Returns store names, display names, and timestamps. Use to see available knowledge bases.
gemini_get_store
Get details of a specific Gemini File Search store by its resource name.
gemini_delete_store
Delete a Gemini File Search store. Use force=true to also delete all documents inside it.
gemini_upload_to_store
Upload content directly to a Gemini File Search store. Accepts text content or base64-encoded binary. For large files, use gemini_import_file_to_store instead. Returns an operation to track upload progress.
gemini_import_file_to_store
Import a file from the Gemini Files API into a File Search store. Use this for large files that were uploaded separately via the Files API. Returns an operation to track import progress.
Show all 12 tools ↓
gemini_get_operation
Check the status of a store operation (create, delete, import). Returns whether the operation is done and any error details.
gemini_get_upload_operation
Check the status of a file upload operation. Returns whether the upload is done and any error details.
gemini_list_documents
List documents in a Gemini File Search store. Returns document names, display names, state, size, and MIME types.
gemini_get_document
Get details of a specific document in a File Search store, including state, size, and metadata.
gemini_delete_document
Delete a document from a File Search store. Use force=true to also delete associated chunks.
gemini_rag_query
Query your documents using Gemini RAG. Sends a natural language query grounded in your File Search stores. Returns AI-generated answer with source citations from your documents.

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