Model Scanner MCP server

by GuardBee·io.github.GuardBee/model-scanner·v0.4.0·1 stars

Scans ML model files (PyTorch, joblib, NumPy, GGUF, TensorFlow…) and HF repos for supply-chain risks

B83/100grade B

What users say

No reviews yet

Safety scan

B83/100

not scanned yet

Adoption

Growing

1 stars203 downloads/wk

Reviews

Nobody has reviewed Model Scanner yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New listings are scanned within a day or two of arriving.

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 83/100; higher than 68% of 4,460 AI and agents servers
GitHub stars: 1; more than 50% of 2,711 AI and agents servers
Downloads a week: 203; more than 74% of 1,538 AI and agents servers with a package

Release history: 3 versions in the registry since 2026-10-13, latest 2026-10-30, typically one every 9 days.

Runs npx -y @guardbee/mcp-model-scanner on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add model-scanner -- npx -y @guardbee/mcp-model-scanner

From the Model Scanner repository's README, as published. We do not edit it. Read it on GitHub

guardbee.ai — AI Security Copilot for websites.

GuardBee's family of MCP (Model Context Protocol) servers — a single monorepo, independent npm packages.

Nothing above is checked by us. What we check is on the safety report.

Is Model Scanner MCP server safe?: Mostly: it is graded B (83/100). Read the Model Scanner safety report
How do I install Model Scanner?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Model Scanner need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Model Scanner maintained?: The last commit was 22 days ago (2026-10-13). The latest release is v0.4.0.
What can I use instead of Model Scanner?: Servers from other publishers that do the same job: Skillsmith MCP server, Agent Security Scanner MCP server and Basic Memory MCP server.
How does Model Scanner compare with other AI and agents MCP servers?: safety score 83/100 (higher than 68% of 4,460 AI and agents servers); github stars 1 (more than 50% of 2,711 AI and agents servers); downloads a week 203 (more than 74% of 1,538 AI and agents servers with a package). Full comparison.

Same job from other publishers: the closest match first, then the best rated.

Skillsmith
Share agent skills across your team, scan them for risk, and track what's actually used.
not reviewed
Established
B
Agent Security Scanner
Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.
not reviewed
Established
C
Basic Memory
Local-first knowledge management with bi-directional LLM sync via Markdown files.
not reviewed
Widely used
B
VisualTorch
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
not reviewed
Established
A
Openflowkit
Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
not reviewed
Established
A