Data Science & ML MCP Servers

MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Magic npm
B
@mastergo/magic-mcp

MasterGo MCP standalone service

Data Science & ML Score 89/100 2 findings 8.7k/wk Cap. High
Ssh Manager Source verified npm
B
mcp-ssh-manager

MCP SSH Manager: Model Context Protocol server for SSH remote server management. Control SSH connections from Claude Code and OpenAI Codex - execute commands, transfer files, database operations, backups, health monitoring, and DevOps automation. NEW: Too

Data Science & ML Score 88/100 5 findings 2.1k/wk Cap. High
Nebula Notebook Source verified npm
B
nebula-notebook-mcp

MCP server for Nebula Notebook — lets agents (Claude Code, Codex, etc.) read, edit, and execute notebooks on a running Nebula server

Data Science & ML Score 88/100 2 findings 1.3k/wk Cap. High
Notebooklm Source verified npm
B
@m4ykeldev/notebooklm-mcp

MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation

Data Science & ML Score 88/100 3 findings 146/wk Cap. High
Azure Official npm
B
@azure/mcp

Azure MCP Server - Model Context Protocol implementation for Azure

Data Science & ML Score 87/100 4 findings 154k/wk Cap. High
Overleaf npm
B
@markfu909/overleaf-mcp

MCP server for Overleaf integration - read LaTeX files, analyze document structure, and manage Overleaf projects via Git

Data Science & ML Score 87/100 3 findings 13/wk Cap. High
Bora npm
B
bora-mcp

Security scan results for the Bora MCP server.

Data Science & ML Score 87/100 0 findings Cap. Minimal
Celestialnode npm
B
celestialnode-mcp

Security scan results for the Celestialnode MCP server.

Data Science & ML Score 87/100 0 findings Cap. Minimal
Econstats npm
B
econstats-mcp

Security scan results for the Econstats MCP server.

Data Science & ML Score 87/100 0 findings Cap. Minimal
Roampal PyPI
B
roampal

Outcome-based persistent memory for AI coding tools (Claude Code, OpenCode)

Data Science & ML Score 87/100 9 findings Cap. High
Xueqiu PyPI
B
xueqiu-mcp

Add your description here

Data Science & ML Score 87/100 0 findings Cap. Minimal
Zotero Assistant npm
B
zotero-assistant-mcp

Security scan results for the Zotero Assistant MCP server.

Data Science & ML Score 87/100 0 findings Cap. Minimal
Claude Flow npm
B
@claude-flow/mcp

Standalone MCP (Model Context Protocol) server - stdio/http/websocket transports, connection pooling, tool registry

Data Science & ML Score 86/100 9 findings 24k/wk Cap. High
Visidata npm
B
@moeloubani/visidata-mcp

MCP server for VisiData - a terminal spreadsheet multitool for discovering and arranging tabular data

Data Science & ML Score 86/100 7 findings 16/wk Cap. High
Orchestrator npm
B
mcp-orchestrator

MCP Orchestrator - Discover and install MCPs with automatic OAuth support. Uses Claude CLI for OAuth MCPs (Canva, Asana, etc). 34 trusted MCPs from Claude Partners.

Data Science & ML Score 83/100 6 findings 823/wk Cap. Critical
Arxiv npm
B
arxiv-mcp-server

An MCP server for searching and fetching papers from arXiv

Data Science & ML Score 82/100 6 findings 129/wk Cap. Critical