@memlab/mcp-server

MCP server · npm · ★ 5.1k · graded 2026-10-24Source linked

MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities

No outside reports on file

@memlab/mcp-server is distributed via npm (@memlab/mcp-server); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

Local filesNo local folder access notedLOW
Command executionRuns shell or system commandsREVIEW
Network reachConnects to outside service APINOTED
CredentialsNo API token requiredLOW
Package sourcenpm (@memlab/mcp-server)PUBLIC

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

Install

npx -y @memlab/mcp-server

All setup options ↓

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About @memlab/mcp-server

@memlab/mcp-server is an MCP server focused on Developer tools and Cloud & infrastructure: MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities.

It is published on npm as @memlab/mcp-server and hosted on GitHub at facebook/memlab (5,079 GitHub stars, last repository push on 2026-10-23). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

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

Run @memlab/mcp-server with --ignore-scripts in claude_desktop_config.json or .cursor/mcp.json:

json

{
  "mcpServers": {
    "mcp-server": {
      "command": "npx",
      "args": ["-y", "--ignore-scripts", "@memlab/mcp-server"]
    }
  }
}

Why this grade

BB — Some risk signals

Signal-based grade (4/7 points): very widely starred on GitHub, public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

39/100

GitHub stars: 5.1k
Listing last refreshed: 2026-10-28

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

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

Dependency & version pinning: Distributed via npm (@memlab/mcp-server). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

Check its activity history or logs weekly at first, and look at what it changed or sent.
Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

It asks for more access than its job requires, or prompts you to paste passwords.
It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install @memlab/mcp-server?

Run npx -y @memlab/mcp-server in your terminal, or add the server entry to your claude_desktop_config.json or .cursor/mcp.json as shown in the Setup section on this page. Full setup docs and environment variables are in github.com/facebook/memlab.

Are there security reports about @memlab/mcp-server?

No reports found for this package in our research (last checked 2026-10-29). @memlab/mcp-server currently holds Grade B (Some risk signals) based on public adoption and transparency signals. Key risk areas to watch include dependency & version pinning:.

Is @memlab/mcp-server actively maintained?

@memlab/mcp-server has 5.1k GitHub stars, with its latest repository commit pushed on 2026-10-23. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/facebook/memlab before pinning it in production.

What are alternatives to @memlab/mcp-server?

You can compare @memlab/mcp-server side by side with other Memory MCP servers in the Related tools section on this page, or use the Compare tool on AgentArmorHQ.

Maintain or use @memlab/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 B for @memlab/mcp-server

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for @memlab/mcp-server](https://agentarmorhq.com/api/badge/facebook-memlab)](https://agentarmorhq.com/skills/facebook-memlab)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/facebook-memlab"><img src="https://agentarmorhq.com/api/badge/facebook-memlab" alt="AgentArmorHQ Risk Grade for @memlab/mcp-server" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "facebook-memlab"

Share with your security lead

Need sign-off to use @memlab/mcp-server? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: @memlab/mcp-server
- **Listing URL:** https://agentarmorhq.com/skills/facebook-memlab
- **Type:** App connector
- **Risk Grade:** Grade B (Some risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 5.1k GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** Runs shell or system commands
- **Network reach:** Connects to outside service API
- **Credentials:** No API token required
- **Package source:** npm (@memlab/mcp-server)

#### Recommended Hardened Setup
- **Command:** `npx -y --ignore-scripts @memlab/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 23, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: App connector
Publisher: facebook
Source code: github.com/facebook/memlab
Install command: npm install @memlab/mcp-server
Est. context load: ~550 tokens / turn (~3 tool schemas, 0.27% of 200k context)
Popularity: 5.1k GitHub stars
Last updated: 2026-10-28
Last graded: 2026-10-24

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