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.

Trend Pulse PyPI
A
trend-pulse

Global open-source Agentic Trend Intelligence Platform — 35+ sources, plugin system, vector search, trend clustering, lifecycle prediction, 6-agent content factory, web dashboard, and 23-tool MCP server.

Data Science & ML Score 92/100 2 findings Cap. High
World Model PyPI
A
world-model-mcp

MCP server that builds a world model for codebases to prevent hallucinations, repeated mistakes, and regressions

Data Science & ML Score 92/100 10 findings Cap. High
Xraylarch PyPI
A
xraylarch-mcp

MCP server for X-ray spectroscopy analysis via xraylarch

Data Science & ML Score 92/100 4 findings Cap. High
Survey npm
A
@cyanheads/survey-mcp-server

Transform LLMs into intelligent interviewers. MCP server for conducting dynamic, conversational surveys with structured data collection. Features skip logic, session resume, multi-tenancy, and pluggable storage backends.

Data Science & ML Score 91/100 0 findings 79/wk Cap. Minimal
Guard npm
A
@zent7x/mcp-guard

Security MCP server with 20 tools — 12 require local hardware. Wi-Fi/Bluetooth/USB enumeration, ARP LAN discovery, kernel FS events, process introspection, secret scanning, port scanning, TLS inspection, CVE checking.

Data Science & ML Score 91/100 2 findings 29/wk Cap. High
Puckapi npm
A
puckapi

The hockey data API. Stats, odds, and everything between. REST API + MCP server.

Data Science & ML Score 91/100 0 findings 25/wk Cap. Minimal
Smard X402 npm
A
@moldy93/smard-x402-mcp

Hosted MCP/HTTP server for SMARD day-ahead electricity prices (x402 paywall)

Data Science & ML Score 91/100 0 findings 19/wk Cap. Minimal
Psgc npm
A
@aaronzara/psgc-mcp

MCP server providing Philippine Standard Geographic Code (PSGC) data to AI agents. Data sourced directly from PSA quarterly publications.

Data Science & ML Score 91/100 0 findings 14/wk Cap. Minimal
Sessionize npm
A
mcp-sessionize

MCP Server for Sessionize Event Data - Access speakers, sessions, and schedules

Data Science & ML Score 91/100 0 findings 14/wk Cap. Minimal
Ph Holidays npm
A
@aaronzara/ph-holidays-mcp

MCP server providing Philippine national holiday data to AI agents. Data sourced from official presidential proclamations.

Data Science & ML Score 91/100 0 findings 12/wk Cap. Minimal
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
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