Software Alternatives, Accelerators & Startups

CSS Scan VS Memgraph

Compare CSS Scan VS Memgraph and see what are their differences

CSS Scan logo CSS Scan

Instantly check or copy computed CSS from any element for only ~95$

Memgraph logo Memgraph

Memgraph is the graph engine that powers AI context.
  • CSS Scan Landing page
    Landing page //
    2023-07-14
  • Memgraph Landing page
    Landing page //
    2021-08-26

Memgraph is a high-performance, in-memory graph database that powers real-time AI context and graph analytics at scale.

Vector search finds what's similar. Graph reasoning finds what's connected โ€” following relationships, dependencies, and hierarchies that similarity alone can't capture. Modern AI systems need both, and Memgraph is the graph layer - surfacing precise structural context with full audit trails in sub-millisecond time.

It serves as the graph engine for GraphRAG pipelines, AI memory systems, and agentic workflows โ€” a single high-performance layer for any system that needs structured, connected context. The same in-memory architecture drives real-time graph analytics for fraud detection, network analysis, infrastructure monitoring, and other operational workloads where milliseconds matter.

NASA uses Memgraph to connect people, skills, and projects across the agency into a queryable knowledge graph that powers real-time expert discovery and workforce planning. Cedars-Sinai uses it to link genes, drugs, and clinical pathways in an Alzheimer's knowledge graph spanning over 230,000 entities that drives drug repurposing research and multi-hop biomedical reasoning. Organizations across cybersecurity, finance, retail, and other knowledge-intensive domains rely on Memgraph for the same reason: sub-millisecond graph traversals for the structured context and real-time insight that modern systems demand.

CSS Scan

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Memgraph

$ Details
freemium
Platforms
Cross Platform Windows Mac OSX Linux Docker Web AWS
Release Date
2017 January

CSS Scan features and specs

  • Ease of Use
    CSS Scan offers an intuitive and user-friendly interface, making it easy for developers of all skill levels to inspect and copy CSS styles directly from the browser.
  • Time-Saving
    It significantly reduces the time needed to debug and replicate styles by allowing quick copying of well-structured CSS rules from any element on the page.
  • Accuracy
    The tool ensures that the copied CSS maintains the exact styling, including computed styles and vendor prefixes, providing high accuracy in replication.
  • Live Edits
    CSS Scan enables live editing of styles, allowing developers to make real-time changes and see the results instantly, which is beneficial for testing and adjustments.
  • Visual Representation
    The extension visually displays how CSS rules are applied, making it easier to understand complex styling hierarchies and cascades.

Possible disadvantages of CSS Scan

  • Cost
    CSS Scan is a paid tool, so there is a financial investment required, which might not be feasible for all developers, especially those working on personal or non-commercial projects.
  • Browser Compatibility
    As a browser extension, its functionality may be limited to supported browsers, potentially excluding users of less common or unsupported browsers.
  • Limited Scope
    While CSS Scan is powerful for copying and analyzing CSS, it does not offer features for editing or managing CSS files directly, requiring another tool or manual intervention for those tasks.
  • Dependency
    Relying on a third-party tool can be a downside if the tool experiences downtime, changes its pricing, or ceases development, leaving users in a difficult position.
  • Privacy Concerns
    Using browser extensions can raise privacy concerns, as they typically have access to the pages you visit; ensuring the trustworthiness of the extension is crucial.

Memgraph features and specs

  • Cypher
  • API
  • Authentication
  • Authorization
  • Data Import/Export
  • Visualizations
  • Real-time Monitoring
  • Audit Log
  • High Availibility
  • Graph DB

Analysis of CSS Scan

Overall verdict

  • CSS Scan is considered a valuable tool for web developers, particularly for those who frequently work with CSS. Its user-friendly interface and time-saving features make it highly effective for both learning and practical development needs.

Why this product is good

  • CSS Scan is popular among developers because it provides a fast and easy way to inspect and copy CSS styles from any website. It enhances productivity by simplifying the process of understanding and replicating complex styles without manually digging through source code.

Recommended for

  • Front-end developers seeking to understand and replicate existing styles.
  • Web designers aiming to improve their CSS skills through real-world examples.
  • Developers needing to quickly prototype or analyze website designs.
  • Teams looking for an efficient tool to streamline CSS workflows.

CSS Scan videos

Chrome CSS Viewer CSS Scan 2.0 - All Your CSS Secrets Revealed

More videos:

  • Review - CSS Scan and Microthemer are buddies

Memgraph videos

What is Memgraph? | Office Hours #1

More videos:

  • Review - Getting started with Memgraph | LIVE

Category Popularity

0-100% (relative to CSS Scan and Memgraph)
Developer Tools
85 85%
15% 15
Databases
0 0%
100% 100
Design Tools
100 100%
0% 0
Chrome Extensions
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare CSS Scan and Memgraph

CSS Scan Reviews

We have no reviews of CSS Scan yet.
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Memgraph Reviews

  1. Great experience

    The product is very robust and easy to use. I highly recommend it to anyone who needs to analyze streaming data in real-time.

Social recommendations and mentions

Based on our record, Memgraph should be more popular than CSS Scan. It has been mentiond 24 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

CSS Scan mentions (13)

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Memgraph mentions (24)

  • CI/CD Auto-Remediation: The Complete Guide for SRE and Platform Teams (2026)
    Auto-remediating into a worse state. The classic failure is auto-scaling a service to handle elevated error rates that are themselves caused by a downstream dependency. The service scales, hammers the dependency harder, and the dependency collapses. Fix: never auto-remediate without dependency-graph awareness. Aurora uses Memgraph for this; HolmesGPT uses its toolset structure; pure-L1 stacks should require manual... - Source: dev.to / 4 months ago
  • Show HN: FastGraphRAG โ€“ Better RAG using good old PageRank
    Suggestion: check out Memgraph for graph db storage - https://memgraph.com/. I work at Memgraph as DX Engineer so feel free to ping me in case you have questions about it: https://memgraph.com/office-hours Your solution looks interesting and I would love to hear more about it. I haven't seen that many PageRank-based graph exploration tools. - Source: Hacker News / almost 2 years ago
  • List of 45 databases in the world
    Memgraphโ€Šโ€”โ€ŠReal-time graph database for streaming data. - Source: dev.to / about 2 years ago
  • Ask HN: Who is hiring? (March 2024)
    Memgraph | Staff C++ Database Engineer | REMOTE (Central/Western Europe, LatAm, or North America) https://memgraph.com/ Memgraph is a Seed stage, open source graph database vendor. Graph DBs are a great solution for GenAI, logistics, cybersecurity and fintech so we are looking to grow aggressively this year. We're looking for a staff-level engineer to set technical direction, mentor junior team members, and solve... - Source: Hacker News / over 2 years ago
  • Ask HN: Were Graph Databases a Mirage?
    Relational databases have a much longer history of development, and much more engineering time has went into designing RDBMS. It is not a surprise that they are mature on more levels. By looking at the age of a product, you can get a sense of how mature RDBMS systems are compared to most GraphDB projects. Horizontal scaling is hard in GraphDBs due to the nature of how the graph is structured and how you interact... - Source: Hacker News / over 2 years ago
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What are some alternatives?

When comparing CSS Scan and Memgraph, you can also consider the following products

CSS Scan Pro - The easiest way to get and edit the CSS of any website, live

neo4j - Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.

Hoverify - All-in-one browser extension to improve your web dev experience.

TigerGraph DB - Application and Data, Data Stores, and Graph Database as a Service

CSS Peeper - Smart CSS viewer tailored for Designers.

FalkorDB - Build Fast and Accurate GenAI Apps with GraphRAG at Scale