Research & Data · Developer Tools

Gemini Data Analysis & Research logo

Gemini Data Analysis & Research

falahgs/gemini-data-analysis-research-mcp-server

A powerful Model Context Protocol (MCP) server that leverages Google's Gemini Flash 2 AI model for comprehensive data analysis, research paper generation, and automated email delivery. This server provides an integrated solution for analyzing datasets, generating research content, and distributing results directly to stakeholders via email.

Install

Client configuration

{
  "mcpServers": {
    "Gemini Data Analysis": {
      "command": "node",
      "args": [
        "<value>"
      ],
      "env": {
        "GEMINI_API_KEY": "<GEMINI_API_KEY>",
        "NODEMAILER_EMAIL": "<NODEMAILER_EMAIL>",
        "NODEMAILER_PASSWORD": "<NODEMAILER_PASSWORD>"
      }
    }
  }
}

Environment variables

GEMINI_API_KEYNODEMAILER_EMAILNODEMAILER_PASSWORD
GitHub stars
1
Author
@falahgs
Category
Research & Data, Developer Tools
License
MIT
Updated
Oct 6, 2026

Features

  • Comprehensive analysis of Excel (.xlsx,.xls) and CSV files

  • Professional research paper generation and distribution

  • Advanced research and analysis generation

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

Related MCP servers

More servers
Firecrawl MCP Server logo

Firecrawl MCP Server

mendableai/firecrawl-mcp-server

2.8k

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Research & Data
Exa Web Search logo

Exa Web Search

exa-labs/exa-mcp-server

1.4k

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Research & Data
ArXiv logo

ArXiv

blazickjp/arxiv-mcp-server

1k

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

Research & Data
sail logo

sail

lakehq/sail

730

Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.

Research & Data

OpenAPI Proxy

janwilmake/openapi-mcp-server

554

A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

Research & Data
Excel MCP Server logo

Excel MCP Server

haris-musa/excel-mcp-server

393

A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.

Research & Data