jupyter-mcp-server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. Topics: ai, jupyter, mcp, mcp-server, tools.

Good

Popular

datalayer GitHubUpdated Apr 1, 2026

Decision summary

Security

Low Risk

Quality

Good · 76

Install

ready

Audit version

audit-standard-v2

Universal

976 source stars— source downloads— source activations

Metrics partial

Confidence medium

Source metrics

0 platform stars0 platform downloads0 platform activations

Platform metrics beta

Source metrics come from upstream registries/repositories. Platform metrics come from user actions on SkillTrust and are protected by dedupe/rate-limit anti-abuse rules.

About these skills

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. Topics: ai, jupyter, mcp, mcp-server, tools.

Quality breakdown

Architecture54

✗ Prompt structure clarity
✓ Clear usage/docs section
✗ Examples or expected I/O

• Add explicit When to Use / Guidelines sections.

• Provide at least one concrete input-output example.

Maintainability100

✓ Recent maintenance activity
✗ Publisher identity signal
✓ Maintainer-facing documentation

• Publish versioned changelog and update cadence.

• Document compatibility and breaking-change policy.

Content69

✓ Specific summary/value statement
✓ Documentation completeness
✗ Best practices / anti-patterns / FAQ

• Expand capability limits and boundary conditions.

Best practices

• Pin versions for deterministic behavior.
• Run with least privilege and explicit network policy.
• Keep audit evidence with deployment notes.

Avoid

• Do not run unreviewed install scripts in privileged environments.
• Avoid long-lived high-scope credentials.

FAQ

Is this a security certification?

No. SkillTrust audit is advisory and should be combined with your own review controls.

Can I install directly from this page?

No one-click install is provided. Use command guidance and run in your controlled environment.

Install & source

Official command

GitHub

git clone https://github.com/datalayer/jupyter-mcp-server.git

Open official docs

Unified install suggestion

Universal

Install method: script-backed

Quick install

• Run the command in your Universal environment.
• Verify the skill appears in your tool list.

Command is identical to the official command above. Unified section keeps only structured guidance.

Install paths

• repository clone
• local runtime dependencies
• shell access

Preflight checks

• Confirm prerequisite: repository clone
• Confirm prerequisite: local runtime dependencies
• Confirm prerequisite: shell access
• Install method: script-backed

Post-install signal

Installed successfully? Send an activation signal to improve ranking quality over time.

Risk warning

Low Risk

Audit score 20 / 100. Risk guidance is advisory only; review evidence before install.

• Install path is explicit with command-level guidance.
• Compatibility coverage is limited; validate your runtime explicitly.
• No elevated audit flags detected from currently available metadata.

Open source & install docs Audit history

Light evaluation

Light evaluation score

audit Low Risk