SERVER

Gemini File Search

Rank #110,566

smithery/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

Versions unknown

by node2flow-th (21 servers)View repository ↗

First listed

Feb 11, 2026

Last publish date

—

PURPOSE

What you can do with Gemini File Search

Gemini File Search is a Model Context Protocol (MCP) server published by node2flow-th. It ranks #110,566 of 150,963 active servers on MCP Toplist. Gemini File Search is listed across 2 registries — Smithery and Glama; no version information is available from the registries that list it or from its repository. It was first listed on Feb 11, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Gemini File Search can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Gemini File Search

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect Gemini File Search and confirm it works

Remote · HTTP

claude mcp add --transport http gemini-file-search-rag https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp

This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

[mcp_servers.gemini-file-search-rag]
url = "https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "gemini-file-search-rag": {
      "url": "https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "servers": {
    "gemini-file-search-rag": {
      "type": "http",
      "url": "https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "gemini-file-search-rag": {
      "serverUrl": "https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

Remote · HTTP

{
  "mcpServers": {
    "gemini-file-search-rag": {
      "url": "https://server.smithery.ai/node2flow/gemini-file-search-rag/mcp"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by node2flow-th

View all node2flow-th servers →

No task-specific alternatives are catalogued for Gemini File Searchyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Feb 11, 2026
Version history: Unavailable — no registry exposes versions and no release tags were found
Requirements evidence: Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 22, 2026

Registry sightings

Smithery ↗listed since May 6, 2026 · still listed
Glama ↗listed since Jun 22, 2026 · still listed

Do you maintain Gemini File Search? to correct or enrich this profile.

VERSIONS

Version information unavailable

The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.

STANDING

#110,566of 150,963 active servers

Ranks ahead of 40,397 of 150,963 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/smithery%2Fnode2flow%2Fgemini-file-search-rag.svg)](https://mcptoplist.com/server/smithery%2Fnode2flow%2Fgemini-file-search-rag)

HTML

<a href="https://mcptoplist.com/server/smithery%2Fnode2flow%2Fgemini-file-search-rag"><img src="https://mcptoplist.com/badge/smithery%2Fnode2flow%2Fgemini-file-search-rag.svg" alt="MCP Toplist: #110,566 of 150,963" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Gemini File Search?: Gemini File Search is maintained by node2flow-th, which publishes 21 MCP servers tracked on MCP Toplist.
Is Gemini File Search listed on the Official MCP Registry?: Gemini File Search is not on the Official MCP Registry. It is listed on Smithery and Glama.
How many versions does Gemini File Search have?: Version information is unavailable for Gemini File Search: no registry that lists it exposes version metadata, and no release tags were found on its repository.
Where can I find the source code for Gemini File Search?: The source code for Gemini File Search is hosted at github.com/node2flow-th/gemini-files-search-rag-mcp-community.

Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers