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

sinagilassi/mozichem-mcp
A collection of Model Context Protocol (MCP) servers for chemical engineering and chemistry applications, built on top of the powerful MoziChem framework. This repository provides specialized MCP tools that enable AI assistants to perform complex chemical calculations, thermodynamic modeling, and process engineering tasks.
uvx --from mozichem-mcp mozichem-mcp-eos-models{
"mcpServers": {
"mozichem-eos": {
"command": "uvx",
"args": [
"--from",
"mozichem-mcp",
"mozichem-mcp-eos-models"
]
}
}
}MoziChem-MCP bridges the gap between AI language models and chemical engineering calculations by providing structured access to thermodynamic models, equation of state calculations, phase equilibrium computations, and other essential chemical engineering tools through the Model Context Protocol.
EOS Models MCP (eos-models-mcp)
Flash Calculations MCP (flash-calculations-mcp)
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.