tutor-mcp MCP Server Security Report
An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.
Run it securely
Host ArnaudGuiovanna/tutor-mcp in a governed environment — SSO in front, every tool call attributed and audited.
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Claim this serverThe short answer
- Is tutor-mcp safe to use?
- tutor-mcp scores 88/100 (grade B) on the Canopii Trust Index — good, minor gaps. It passes 16 of the 21 security controls that apply to it, with no confirmed security failures.
- How reliable is the security score for tutor-mcp?
- We could evaluate 98% of the controls that apply to tutor-mcp. Scores are deterministic — the same source always produces the same score — and a partially-scannable server cannot present a high one, because confidence caps the result. The scanner is open source, so this score can be reproduced independently.
- How was tutor-mcp scored?
- Its published source was scanned against a fixed catalog of weighted security controls covering code safety, committed secrets, dependency vulnerabilities, tool-description integrity, authentication and transport, and maintenance. A confirmed flaw caps the score outright regardless of what else passes. The full rubric is published.
Security controlslatest scored version vmain@e8185e5
Each control is evaluated deterministically with evidence. The score is earned from passing controls; a failed guard caps it.
Security controlslatest scored version vmain@e8185e5
Each control is evaluated deterministically with evidence. The score is earned from passing controls; a failed guard caps it.
Model–MCP Runtime Guardrails
- WarnStrict JSON Schema Enforcementschemas not strict
Tool inputs are constrained (additionalProperties:false), so unexpected arguments can't be smuggled in.
Fix: Set additionalProperties:false and require explicit parameters on every tool.
- PassIndirect Prompt Injection (IPI) Defensesguardno injection markers
Tool/prompt/resource text is free of hidden instructions that could hijack the agent.
- PassTool Definition Integrityguardtool definitions stable; no risky changes in version history
Every consecutive version pair is diffed for new injection markers or destructive scope — a risky diff anywhere in history is a rug-pull (fail, durable); benign description drift warns.
- PassUser-in-the-Loop / Approval Scopeguardno destructive tool scope
No over-broad or destructive tools (arbitrary shell, bulk-delete) that warrant human approval.
Application Security Checks
- WarnNo path traversalguard41 occurrences
Naive path checks let tools read/write outside intended directories (EscapeRoute-class).
client/scripts/qualify-layout.mjs:36client/scripts/qualify-study-layout.mjs:125client/scripts/qualify-study-layout.mjs:125client/scripts/qualify-study-layout.mjs:126Fix: Resolve to a canonical path and verify containment; reject ../ and symlinks.
- WarnNo SSRF sinksguard4 occurrences
Fetching tool-supplied URLs can pivot into internal networks and metadata services.
client/scripts/collect-local-agent-notices.py:101client/scripts/qualify-layout.mjs:12client/scripts/qualify-study-layout.mjs:22ui/site/out/_next/static/chunks/1kb4dcqdypxx7.js:2Fix: Allow-list destinations; reject arbitrary/loopback/link-local URLs.
- WarnNo known-vulnerable dependencies9 of 985 runtime deps vulnerable; worst high
Runtime dependencies (parsed from the lockfile) are scanned against OSV.dev for published CVEs. Advisory: flagged dependencies lower the score but don't hard-cap it, since transitive reachability is unproven.
[email protected] — GHSA-wrw7-89jp-8q8g[email protected] — RUSTSEC-2024-0429[email protected] — RUSTSEC-2024-0384[email protected] — RUSTSEC-2024-0370Fix: Upgrade the flagged dependencies past their fixed versions.
- PassNo command-injection sinksguardno sinks found
Untrusted tool input reaching a shell yields remote code execution.
- PassNo dynamic code executionguardno sinks found
eval()/exec()/Function() on tool-derived strings allows arbitrary code execution.
- PassNo unsafe deserializationguardno sinks found
pickle/yaml.load/etc. on untrusted data can execute code.
- PassNo committed secretsguardno secrets found
Hardcoded keys/tokens in published source are live credentials an attacker can use.
- PassCredentials sourced from environmentreads credentials from environment
Reading secrets from env/secret stores avoids hardcoding them.
- PassDependencies pinned (lockfile)lockfile present
A lockfile makes installs reproducible and resistant to silent dependency swaps.
- PassActively maintainedrecent commits
Unmaintained servers don't receive security fixes.
- PassRepository not archivedguardactive
Archived repositories will never be patched.
- PassDeclares a licenseMIT
A clear license is required for legal enterprise use.
- PassHas a security policySECURITY.md present
A SECURITY.md gives a private path to report vulnerabilities.
- PassAdoption & popularityestablished adoption
A small, capped nudge from stars/downloads — widely-used servers get more eyes on bugs. It can never offset a real security failure.
- Not checkedSigned releasesnot evaluated
Signed releases let consumers verify artifacts weren't tampered with.
- N/ANo install/post-install scriptsguardno published package
install hooks run arbitrary code on every consumer at install time.
- N/APackage name not typosquattingguardno published package
Names mimicking popular packages are a common malware delivery vector.
- N/APublished with provenanceno published package
Build provenance attests the artifact was built from the claimed source by CI.
- N/AEstablished maintainerno published package
Brand-new / single anonymous maintainers raise takeover and malware risk.
Transport & Trust Model
- PassExecution Sandboxingcontainerized
A container/sandbox image limits blast radius; a server that runs natively has full host access.
- PassNetwork Exposureno bind-all detected
Binding 0.0.0.0 or exposing debug inspectors widens the attack surface.
- N/ATransport Encryption (TLS)guardno remote endpoints
Plaintext HTTP exposes traffic and bearer tokens to interception.
- N/AIAM / Authentication Scopingno remote endpoints
OAuth 2.1 / Protected Resource Metadata gates who can invoke tools.
- N/ALive Endpoint Reachablenot dynamically scanned
A dynamic scan connected to the declared remote endpoint and it responded — verified live, not a dead URL.
- N/AAuthentication Enforced (live)not dynamically scanned
If the server declares auth is required, it must actually reject anonymous clients. Serving tools to unauthenticated callers is a real exposure.
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[](https://index.canopii.dev/server/ArnaudGuiovanna/tutor-mcp)<a href="https://index.canopii.dev/server/ArnaudGuiovanna/tutor-mcp"><img src="https://index.canopii.dev/api/badge/ArnaudGuiovanna/tutor-mcp" alt="Canopii Trust Score" /></a>Versions
| Version | Score | Status | Published |
|---|---|---|---|
| vmain@e8185e5latest | 88B | scored | 11/1/2026 |
| vmain@f444992 | 88B | scored | 10/31/2026 |
| vmain@98463a0 | 88B | scored | 10/28/2026 |
| vmain@0342cfb | 88B | scored | 10/27/2026 |
| vmain@100cb8d | 88B | scored | 10/26/2026 |
| vmain@284c2c3 | 90A | scored | 10/25/2026 |
| vmain@ca0af1a | 95A | scored | 10/23/2026 |
| vmain@05c5661 | 95A | scored | 10/19/2026 |
| vmain@812eff7 | 95A | scored | 10/13/2026 |
| vmain@368d637 | 95A | scored | 10/10/2026 |
| vmain@3708287 | 95A | scored | 10/9/2026 |
| vmain@7d358c3 | 95A | scored | 10/5/2026 |
| vmain@17c353a | 95A | scored | 10/4/2026 |
| vmain@3d11705 | 95A | scored | 10/2/2026 |
| vmain@ca2eaf5 | 95A | scored | 10/1/2026 |
| vmain@b1d41f4 | 95A | scored | 9/30/2026 |
| vmain@993faeb | 95A | scored | 9/29/2026 |
| vmain@221b57e | 95A | scored | 9/21/2026 |
| vmain@e310cf9 | 95A | scored | 9/18/2026 |
| vmain@07a9d9d | 95A | scored | 9/17/2026 |
Wondering how this compares? The MCP Security Index tracks grade distribution, committed secrets, and missing authentication across the whole ecosystem, refreshed monthly.