Labmate

v7.3.1Data Science & MLstable

81 chemistry tools — literature, calculations, retrosynthesis

io-github-jonasrackl-labmatemcpai-integration
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What is Labmate?

Labmate is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to 81 chemistry tools — literature, calculations, retrosynthesis

81 chemistry tools — literature, calculations, retrosynthesis

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • 81 chemistry tools — literature, calculations, retrosynthesi

Use Cases

Search chemistry literature and access scientific papers.
Perform chemical calculations and retrosynthesis analysis.
Community

Maintainer

LicenseMIT
Languagepython
Versionv7.3.1
UpdatedFeb 2, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install labmate-mcp

Manual Installation

pip install labmate-mcp

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Labmate

What is Labmate?

Labmate is a Model Context Protocol (MCP) server that 81 chemistry tools — literature, calculations, retrosynthesis It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Labmate?

Install via pip with: pip install labmate-mcp. Then configure your AI client to connect to this MCP server.

Which AI clients work with Labmate?

Labmate works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Labmate free to use?

Yes, Labmate is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-jonasrackl-labmate": { "command": "pip", "args": ["install", "labmate-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use Labmate?

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