tutor-mcp

Name: tutor-mcp Review
Item: tutor-mcp
Rating: 2.8
Author: Aaron Matthews

Connector Development Usable

Works inClaude Code Claude Cowork Claude Chat

Usable Scanned — metadata only

Reduces onboarding friction and knowledge gaps by embedding evidence-based tutoring directly into LLM workflows, lowering training costs and accelerating tim…

An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.

Ask Claude to explain a coding concept using Socratic questioning instead of direct answers.
Generate personalized programming exercises that adapt to a developer's current skill level.
Automate feedback loops on code submissions with hints rather than full solutions.

59 starsMIT (commercial OK)FreeNo code needed

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces onboarding friction and knowledge gaps by embedding evidence-based tutoring directly into LLM workflows, lowering training costs and accelerating time-to-productivity for engineering teams.

Best for

Engineering organizations scaling technical training programs and needing adaptive, personalized learning integrated into development environments.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/ArnaudGuiovanna/tutor-mcp

By ArnaudGuiovanna

How to Get It

Option 1: Claude Desktop AppOpen the Customize panel in the sidebar → browse connectors → search and add. Works in Claude Code, Claude Cowork, and Claude Chat.

Option 2: Paste into Claude CodeCopy the command below and paste it into a Claude Code conversation. Claude will run it for you.

Command

claude mcp add tutor-mcp -- npx -y tutor-mcp

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

Once it’s connected, paste this into Claude:

Explain a coding concept using Socratic questioning instead of direct answers

CostFree

Trust Signals Auto-scanned

Stars59Contributors4Last updated2026-10-28LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-10-30 · scanner v1

Data & Access

Data processingPrompts sent to Anthropic API. Enterprise/Team plans exclude training.

Community Pulse Emerging

Discussed on Hacker News

Tutor-MCP – An adaptive learning engine for any subject — Hacker News · 1 pts

1 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 42 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

2/5

Reliability

3/5

Security

3/5

Overall score2.75 / 5.00 UsableEvaluatedOct 2026

Scored from trust signals (evidence-eval-v1): 42 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

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