
Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
Research & Data · Developer Tools

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.
{
"mcpServers": {
"Gemini Data Analysis": {
"command": "node",
"args": [
"<value>"
],
"env": {
"GEMINI_API_KEY": "<GEMINI_API_KEY>",
"NODEMAILER_EMAIL": "<NODEMAILER_EMAIL>",
"NODEMAILER_PASSWORD": "<NODEMAILER_PASSWORD>"
}
}
}
}GEMINI_API_KEYNODEMAILER_EMAILNODEMAILER_PASSWORDComprehensive 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
Clients mentioned in this server's README:

mendableai/firecrawl-mcp-server
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.

exa-labs/exa-mcp-server
Connect AI agents to Exa for web search, content fetching, and multi-step research.

blazickjp/arxiv-mcp-server
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.

lakehq/sail
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.
janwilmake/openapi-mcp-server
A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

haris-musa/excel-mcp-server
A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.