scvi-tools
Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analys
What is scvi-tools?
scvi-tools is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. supports scvi for scrna-seq analysis, scanvi for cell type annotation, totalvi for multi-modal ...
Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analys
This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Enables deep probabilistic analysis of single-cell omics dat
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx scvi-tools-mcp-serverConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about scvi-tools
What is scvi-tools?
scvi-tools is a Model Context Protocol (MCP) server that enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. supports scvi for scrna-seq analysis, scanvi for cell type annotation, totalvi for multi-modal rna/protein data, and peakvi for scatac-seq analys It connects AI assistants to external tools and data sources through a standardized interface.
How do I install scvi-tools?
Follow the installation instructions on the scvi-tools GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with scvi-tools?
scvi-tools works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is scvi-tools free to use?
Yes, scvi-tools is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
scvi-tools Alternatives — Similar Data Science & ML Servers
Looking for alternatives to scvi-tools? Here are other popular data science & ml servers you can use with Claude, Cursor, and VS Code.
Ultrarag
★ 5.6kA Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
RocketRide
★ 3.1k📇 🏠 - MCP server that exposes RocketRide AI pipelines as t
Aix Db
★ 2.1kAix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。
NeMo Data Designer
★ 1.9k🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.
PaperBanana
★ 1.7kOpen source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
MiniMax
★ 1.5kBridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agents to perform image understanding, text-to-image generation, and speech synthesis. It provides a standardized interface for accessing MiniMax's core tools via JSON-RPC.
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.
Set Up scvi-tools in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
Ready to use scvi-tools?
Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.