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.

Notebooklm 4 implementations
A
best: @pan-sec/notebooklm-mcp

Security scan results for the Notebooklm MCP server.

Data Science & ML Best score 100/100 2 findings 89/wk Cap. High
Animica npm
A
animica-mcp

Security scan results for the Animica MCP server.

Data Science & ML Score 100/100 0 findings 72/wk Cap. Minimal
Client Official 3 implementations
A
best: @huggingface/mcp-client

Security scan results for the Client MCP server.

Data Science & ML Best score 100/100 0 findings 72/wk Cap. Minimal
Ai Model Advisor npm
A
ai-model-advisor-mcp

Security scan results for the Ai Model Advisor MCP server.

Data Science & ML Score 100/100 0 findings 63/wk Cap. Minimal
Wso2 Docs npm
A
wso2-docs-mcp-server

Security scan results for the Wso2 Docs MCP server.

Data Science & ML Score 100/100 1 finding 56/wk Cap. High
Agent Coord npm
A
agent-coord-mcp

Security scan results for the Agent Coord MCP server.

Data Science & ML Score 100/100 9 findings 52/wk Cap. High
Internet Archive Source verified 2 implementations
A
best: mcp-internet-archive

Security scan results for the Internet Archive MCP server.

Data Science & ML Best score 100/100 1 finding 50/wk Cap. Moderate
Rason npm
A
@frontlinesystems/rason-mcp-server

Security scan results for the Rason MCP server.

Data Science & ML Score 100/100 0 findings 47/wk Cap. Minimal
Style Dataset Lab Source verified npm
A
@mcptoolshop/style-dataset-lab

Security scan results for the Style Dataset Lab MCP server.

Data Science & ML Score 100/100 3 findings 41/wk Cap. High
Import Guardian npm
A
import-guardian-mcp

Security scan results for the Import Guardian MCP server.

Data Science & ML Score 100/100 1 finding 39/wk Cap. High
Science Ai npm
A
science-ai-mcp-server

Security scan results for the Science Ai MCP server.

Data Science & ML Score 100/100 0 findings 36/wk Cap. Minimal
Modelstat Source verified npm
A
@modelstat/mcp

Security scan results for the Modelstat MCP server.

Data Science & ML Score 100/100 1 finding 34/wk Cap. High
Atom npm
A
atom-mcp-server

Security scan results for the Atom MCP server.

Data Science & ML Score 100/100 0 findings 33/wk Cap. Minimal
Open Vision npm
A
open-vision-mcp

Security scan results for the Open Vision MCP server.

Data Science & ML Score 100/100 0 findings 29/wk Cap. Minimal
Social Skills Coach npm
A
social-skills-coach-mcp

Security scan results for the Social Skills Coach MCP server.

Data Science & ML Score 100/100 0 findings 29/wk Cap. Minimal
Visionsearch npm
A
visionsearch-mcp

Security scan results for the Visionsearch MCP server.

Data Science & ML Score 100/100 0 findings 28/wk Cap. Minimal
Huggingfetch npm
A
mcp-huggingfetch

Security scan results for the Huggingfetch MCP server.

Data Science & ML Score 100/100 0 findings 25/wk Cap. Minimal
Ai Archive Source verified npm
A
ai-archive-mcp

Security scan results for the Ai Archive MCP server.

Data Science & ML Score 100/100 0 findings 20/wk Cap. Minimal
Yinxiang npm
A
@yanghechuan/yinxiang-mcp

Security scan results for the Yinxiang MCP server.

Data Science & ML Score 100/100 0 findings 20/wk Cap. Minimal
Ollama Mcp Host npm
A
ollama-mcp-host

Security scan results for the Ollama Mcp Host MCP server.

Data Science & ML Score 100/100 0 findings 19/wk Cap. Minimal
Target Fastmcp Source verified npm
A
@skillit/target-fastmcp

Security scan results for the Target Fastmcp MCP server.

Data Science & ML Score 100/100 0 findings 17/wk Cap. Minimal
Urlmcp npm
A
urlmcp

Security scan results for the Urlmcp MCP server.

Data Science & ML Score 100/100 0 findings 17/wk Cap. Minimal
Deepnote npm
A
@deepnote/mcp

Security scan results for the Deepnote MCP server.

Data Science & ML Score 100/100 2 findings 14/wk Cap. High
Aqc npm
A
aqc-mcp

Security scan results for the Aqc MCP server.

Data Science & ML Score 100/100 0 findings 11/wk Cap. Minimal