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
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@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
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@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
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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
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@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
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@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
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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
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@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