Software Alternatives, Accelerators & Startups

Toby VS Memgraph

Compare Toby VS Memgraph and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Toby logo Toby

Better Than Bookmarks

Memgraph logo Memgraph

Memgraph is the graph engine that powers AI context.
  • Toby Landing page
    Landing page //
    2022-01-29
  • 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.

Toby

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Memgraph

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

Toby features and specs

  • Enhanced Organization
    Toby offers a streamlined way to organize and categorize browser tabs into collections, which helps in managing large numbers of tabs effectively.
  • Cloud Sync
    With cloud synchronization, users can access their tab collections from any device, ensuring seamless continuation of work across different platforms.
  • Collaboration
    Toby allows users to share their tab collections with others, making it useful for collaborative projects and team-based work environments.
  • Reduce Tab Clutter
    By saving tabs into collections, Toby helps reduce browser clutter, improving the overall browsing experience and system performance.
  • Ease of Use
    The user interface of Toby is intuitive and easy to navigate, which minimizes the learning curve for new users.

Possible disadvantages of Toby

  • Privacy Concerns
    Because Toby syncs collections via the cloud, there may be concerns regarding the privacy and security of saved tabs and browsing data.
  • Performance Issues
    Some users may experience performance issues such as slower browser response times when using Toby, especially with a large number of saved tabs.
  • Dependency on Internet Connection
    Toby's cloud features require an active internet connection, which means users cannot access their collections offline.
  • Limited Integration
    Toby might offer limited integration with other tools and services, potentially limiting its utility for users who rely on a broader ecosystem of productivity tools.
  • Subscription Costs
    For advanced features, users may need to subscribe to a paid plan, which could be a drawback for those looking for a free solution.

Memgraph features and specs

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

Analysis of Toby

Overall verdict

  • Yes, Toby is generally considered a good tool for managing browser tabs effectively. It has received positive feedback from users who appreciate its simplicity and functionality.

Why this product is good

  • Toby is a browser extension designed to help users organize and manage their tabs for better productivity. It offers features such as creating collections, easy tab recovery, and a clean user interface which can help save time and improve workflow efficiency.

Recommended for

  • Students who need to organize research materials
  • Professionals managing multiple projects
  • Anyone who regularly works with a large number of browser tabs and needs a way to keep them organized

Toby videos

Toby - The Secret Mine: Switch Review (Also on PS4, Xbox, PC, Mobile)

More videos:

  • Review - TOBY: THE SECRET MINE - PS4 REVIEW
  • Review - Ticci Toby Review

Memgraph videos

What is Memgraph? | Office Hours #1

More videos:

  • Review - Getting started with Memgraph | LIVE

Category Popularity

0-100% (relative to Toby and Memgraph)
Productivity
100 100%
0% 0
Databases
0 0%
100% 100
Chrome Extensions
100 100%
0% 0
Developer Tools
0 0%
100% 100

User comments

Share your experience with using Toby and Memgraph. For example, how are they different and which one is better?
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Reviews

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

Toby Reviews

Top 10 Bookmark Managers for Chrome 2024
You can tag your tabs and data to organize your collections or create notes for your to-dos. It is pretty much your content manager, just less nagging! Because Toby offers a โ€˜freemiumโ€™ plan, you can use a few premium features without any charge.
Top 10 New Tab Extensions for Chrome
This isn't a speed dial extension, if you have used OneTab, and want something similar for your new tab page, Toby is the extension youโ€™re looking for. To quickly save your tabs, use the browserโ€™s context menu or right click on Tobyโ€™s icon on the toolbar and select the Save Session option. Or open a new tab to access the pluginโ€™s interface, and drag tabs from the sidebar to...
Source: www.ghacks.net

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 seems to be more popular. 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.

Toby mentions (0)

We have not tracked any mentions of Toby yet. Tracking of Toby recommendations started around Mar 2021.

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 Toby and Memgraph, you can also consider the following products

OneTab - Whenever you find yourself with too many tabs, click the OneTab icon to convert all of your tabs into a list. When you need to access the tabs again, you can either restore them individually or all at once.

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

Raindrop.io - All your articles, photos, video & content from web & apps in one place.

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

Workona - A better way to work in the browser.

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