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matlab-mcp-server

MCP server · GitHub · ★ 1.7k · graded 2026-10-22Source linked

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

No outside reports on file

This tool gives AI direct execution power over MATLAB and your files, so only use it with AI systems you trust and never expose it to untrusted prompts or public AI services.

Based on public adoption and transparency signals as of Oct 22, 2026. Our opinion, not a code audit or security guarantee.

Was this verdict for Matlab MCP Server helpful?

What it can access

  • Local filesNo local folder access notedLOW
  • Command executionNo shell command runner notedLOW
  • Network reachConnects to outside service APINOTED
  • CredentialsNo API token requiredLOW
  • Package sourceGitHub (matlab/matlab-mcp-server)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/matlab/matlab-mcp-server ↗

All setup options ↓

Check this skillWatch it in my stackCompareREADME badgeView project

Everything known

We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.

0 incidents · 0 advisories · 0 news articles · 11 community threads · checked 2026-10-30

Popularity grade: C (from public signals such as stars and downloads, not a code review). Graded 2026-10-22.

Showing 1-10 of 11Showing all 11Showing 11 community threads of 11

  1. CommunityCan I see MATLAB command/output history from matlab-mcp-server in Claude Code?AgentArmorHQ community · 2026-10-26
  2. CommunityConnect matlab-mcp-server to an existing MATLAB session instead of starting a new one?AgentArmorHQ community · 2026-10-26
  3. CommunityDoes matlab-mcp-server support running a MATLAB build tool (run-build)?AgentArmorHQ community · 2026-10-26
  4. CommunityHow can I make MATLAB start on-demand with matlab-mcp-server instead of at Claude.ai startup?AgentArmorHQ community · 2026-10-26
  5. CommunityHow do I make the MATLAB MCP server follow MathWorks coding guidelines?AgentArmorHQ community · 2026-10-26
  6. CommunityHow do I run matlab-mcp-core-server in headless/no-GUI mode with Claude Desktop or Cursor?AgentArmorHQ community · 2026-10-26
  7. CommunityHow to run matlab-mcp-server headless without opening the MATLAB desktop?AgentArmorHQ community · 2026-10-26
  8. CommunityHow to run matlab-mcp-server in headless/nodesktop mode?AgentArmorHQ community · 2026-10-26
  9. Communitymatlab-mcp-server Live Script output uses legacy syntax (fprintf, subplot) — how to fix?AgentArmorHQ community · 2026-10-26
  10. CommunityMCP error -32002: Resource not found for guidelines://plaintext-live-code in matlab-mcp-serverAgentArmorHQ community · 2026-10-26
  11. CommunityRaw HTML hyperlinks in MATLAB MCP error output in Claude Code: how to fix?AgentArmorHQ community · 2026-10-26

Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.

Check a specific version →

About Matlab MCP Server

This is an official connector that lets AI assistants (like Claude) run MATLAB code and commands directly. It acts as a bridge between AI applications and MATLAB software, so an AI can execute calculations, data analysis, and simulations on your machine.

Who it’s for

Engineers, researchers, and data scientists who want AI assistants to help write and run MATLAB scripts. Teams using Claude or Visual Studio Code with AI features who need MATLAB integration.

Alternatives

  • Python-based connectors (e.g., scipy/numpy MCP servers) for similar scientific computing without MATLAB licensing.
  • Octave MCP server (open-source MATLAB alternative) for free numerical computing.
  • Wolfram Language MCP connector for symbolic math and computation through AI.
  • Spreadsheet connectors (Excel/Google Sheets MCP) for simpler data analysis tasks.

Setup

Check these steps against the project’s own instructions before running anything.

Follow the project's README at https://github.com/matlab/matlab-mcp-server (opens external site) for installation instructions, as setup depends on your MATLAB installation and system configuration.

Why this grade

CC — Moderate risk signals

Signal-based grade (3/7 points): well starred on GitHub, public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

35/100
GitHub stars
1.7k
Listing last refreshed
2026-10-30

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Risks to watch for

  • Full MATLAB access: The connector gives the AI complete control to run any MATLAB command, including accessing files, running scripts, and modifying data on your system.
  • Data exposure: MATLAB can read and process sensitive files (research data, financial information, proprietary code) that exist on your machine.
  • Prompt injection: An attacker could craft inputs that trick the AI into running malicious MATLAB commands (like deleting files or exfiltrating data).
  • Supply chain risk: Updates to this connector could theoretically introduce malicious code, though MathWorks is an established company.
  • Indirect access: The AI's conversation history may contain sensitive MATLAB outputs, code, or data that could leak if stored insecurely.

How to lower the risk

Least-privilege permissions

  • Run MATLAB with a restricted user account, not admin rights.
  • Store sensitive data outside the MATLAB working directory.

Network isolation

  • Keep MATLAB offline if it doesn't need external access.
  • Use a firewall to block unexpected outbound connections from MATLAB.

Monitoring

  • Log and review MATLAB commands the AI executes.
  • Check file access logs regularly for unexpected reads or writes.

Red flags to watch for

  • AI generating commands to access files outside the project folder.
  • Requests to install packages or tools you didn't authorize.
  • Unusual network activity from MATLAB processes.

Questions

How do I install Matlab MCP Server?

Matlab MCP Server does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/matlab/matlab-mcp-server.

Are there security reports about Matlab MCP Server?

No reports found for this package in our research (last checked 2026-10-30). Matlab MCP Server currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Key risk areas to watch include full matlab access, data exposure, prompt injection.

Is Matlab MCP Server actively maintained?

Matlab MCP Server has 1.7k GitHub stars. Our directory data was last refreshed on 2026-10-30. Check recent commit activity, release tags, and open issues at github.com/matlab/matlab-mcp-server before pinning it in production.

What are alternatives to Matlab MCP Server?

Notable alternatives to Matlab MCP Server include Python-based connectors, Octave MCP server, Wolfram Language MCP connector, Spreadsheet connectors. You can also compare Matlab MCP Server side by side with other MCP servers in the Related tools section on this page.

README badge and team notes

Maintain or use Matlab MCP Server? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade C for Matlab MCP Server

GitHub README Markdown:

markdown
[![AgentArmorHQ Risk Grade for Matlab MCP Server](https://agentarmorhq.com/api/badge/matlab-matlab-mcp-server)](https://agentarmorhq.com/skills/matlab-matlab-mcp-server)

HTML embed:

html
<a href="https://agentarmorhq.com/skills/matlab-matlab-mcp-server"><img src="https://agentarmorhq.com/api/badge/matlab-matlab-mcp-server" alt="AgentArmorHQ Risk Grade for Matlab MCP Server" height="20" /></a>

Terminal check:

terminal
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "matlab-matlab-mcp-server"

Share with your security lead

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### AgentArmorHQ Security Review Memo: matlab-mcp-server
- **Listing URL:** https://agentarmorhq.com/skills/matlab-matlab-mcp-server
- **Type:** App connector
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 1.7k GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Connects to outside service API
- **Credentials:** No API token required
- **Package source:** GitHub (matlab/matlab-mcp-server)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/matlab/matlab-mcp-server
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 22, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type
App connector
Publisher
matlab
Source code
github.com/matlab/matlab-mcp-server
Est. context load
~1.1k tokens / turn (~6 tool schemas, 0.53% of 200k context)
Popularity
1.7k GitHub stars
Last updated
2026-10-30
Last graded
2026-10-22

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