Is memory-graph.com legit or a scam?
Legitimate Python web debugger tool by Bas Terwijn, actively used in education with no security flags or complaints.
Analysis Summary
No threats detected
All checks passed. This site appears legitimate — but always stay alert for phishing even on trusted domains.
Website Preview
Automated page render — captured in a safe sandbox. What an ordinary visitor would see when loading the site. See full visual analysis →
Visual Screenshot Analysis
We capture a fresh screenshot of the live page and ask a vision model to look for scam visual patterns — fake trust badges, countdown timers, overlay pop-ups, and visual clones of legitimate brands.
Visual red flags detected in the screenshot
The screenshot depicts a functional Python memory graph web debugger tool with no scam indicators, urgency tactics, fake trust badges, or suspicious form elements present.
What our vision model saw
5 signalsPage displays a legitimate-looking Python web debugger tool titled 'Memory Graph Web Debugger' with GitHub and PyPI links visible.
Code editor panel shows standard Python debugging code with no suspicious content.
Debugger toolbar contains typical controls (Continue, Step Over, Step Into, Step Out, Stop, Play) consistent with a genuine development tool.
Footer credits '© 2025 Bas Terwijn' with Terms and url-api links, consistent with an independent developer project.
Left panel shows 'loading pyodide...' status text, indicating a legitimate Pyodide (Python-in-browser) runtime loading state.
MT Intelligence
Memory Graph Web Debugger is an official browser-based demo for the open-source memory_graph Python package. Our antivirus network flagged zero threats across 92 engines, the hosting IP has zero abuse reports, and SSL is valid. The domain is 294 days old and registered with Cloudflare. The page displays genuine Python debugging code, a functional Pyodide runtime loader, and links to legitimate sources (GitHub, PyPI, Python.org). Our research found three positive mentions across GitHub, Python.org Discuss, and Reddit communities, with no scam reports or complaints anywhere. The project is maintained by Bas Terwijn, a software engineer and educator at the University of Amsterdam, and is actively discussed in Python learning forums as a legitimate educational resource.
Web Research Findings
Our live research agent queries scam-report databases, consumer-review sites, news coverage, and general web search for memory-graph.com, then cross-checks business-registration records and look-alike domain patterns. Everything below is pulled from what it actually found.
- memory-graph.com is the official host of the "Memory Graph Web Debugger", a browser-based live demo for the memory_graph Python package.
- Project created and maintained by Bas Terwijn (GitHub: bterwijn, LinkedIn educator at University of Amsterdam).
- Actively discussed and promoted on Python.org discuss forum (Jan 2025), Reddit Python communities, LinkedIn, and freeCodeCamp GitHub issues.
- PyPI package memory-graph available since at least 2024; GitHub repo provides teaching tool for Python references, mutable types, shallow/deep copy.
- No scam reports, complaints, negative reviews, or security flags found across multiple searches.
- Domain age 294 days aligns with project activity timeline (discussions from 2025).
- No business entity found; appears to be an individual open-source/educational project.
- GitHubopen
"Run a live demo in the Memory Graph Web Debugger now, no installation required! learn the right mental model to think about Python data (references,..."
- Python.org Discussopen
"With the Memory Graph Web Debugger we can now use memory_graph in the browser, no installation required."
- Reddit r/PythonLearningopen
"Both, memory_graph is a Python package that you can install and use on your computer, and memory-graph.com (Memory Graph Web Debugger) is a ..."
Our research found the site to be the official web debugger for the open-source memory_graph Python package maintained by Bas Terwijn, a software engineer and educator at the University of Amsterdam. The tool is actively promoted and discussed in Python education communities including GitHub, Python.org Discuss, Reddit, and freeCodeCamp. Three positive community mentions confirm its use as a legitimate teaching resource. No scam reports, complaints, or negative reviews were found across any source. The project has no formal business registration, which is expected for an individual open-source educational tool.
Antivirus Engines
Security Scans
Checked against the major public blocklists used by browsers and security tools — no hits.
Contact Verification
We fetched the page and looked for real-world contact details. Legitimate businesses almost always publish an email on their own domain, a phone number, and a postal address. Scam shops usually don't.
- No contact email found anywhere on the page.
- No phone number listed on the page.
- No postal address visible on the page.
Domain & Encryption
Server Reputation
Still, stay alert
No major threat indicators — but a clean scan does not guarantee every page is safe, and phishing emails routinely spoof real domains.
- Double-check the exact URL in your address bar
Confirm you are actually on memory-graph.com and not a lookalike like m-emory-graph.com.com or an IDN homoglyph.
- Use a password manager
Password managers only auto-fill on the exact domain they were saved for — they refuse to fill lookalike domains, which is the single best phishing defence.
- OpenDiscuss this site on the forum
If you have first-hand experience with this site — good or bad — share it with the MalwareTips community.
Reputation Sources
How this domain rates across independent threat-intelligence and blocklist providers.
Referenced Domains
Outbound domains this page links to or loads resources from. Each links to its own security scan.
Safety FAQ
Common questions about this site, answered directly from the scan data above — so the answers always reflect the latest verdict on this page.
- Our automated security review found no threat indicators on memory-graph.com. The site appears legitimate based on the signals we checked, but always stay alert for phishing emails that spoof real domains.
- memory-graph.com passed our automated security checks with a trust score of 87/100. No antivirus engines or major blacklists flagged the site at the time of the last scan.
- Yes. memory-graph.com presents a valid TLSv1.3 certificate issued by Google Trust Services · WE1, expiring in 31 days. Note that SSL only encrypts the connection — it does not guarantee that the site itself is trustworthy.
- memory-graph.com is 9 months old, registered on 8/22/2025 through Cloudflare, Inc.. Scam domains are often freshly registered — a site under 6 months old warrants extra caution.
- No. All 92 antivirus engines in our malware network report memory-graph.com as clean.
- No. memory-graph.com is not currently listed on the major browser blocklist feeds that modern browsers use.
- memory-graph.com resolves to an IP operated by Cloudflare, Inc. in US (usage type: Content Delivery Network). Hosting location alone doesn't make a site good or bad, but unusual geography for a brand's claimed country is one of many signals we weigh.
- This is a permanent record of the scan run on June 13, 2026. The verdict and evidence above reflect that scan and do not change on their own. If circumstances around memory-graph.com have changed, MalwareTips staff can run a fresh scan, which re-runs every check from scratch and publishes an updated report.
User reviews & comments(0)
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