Software Alternatives, Accelerators & Startups

Memgraph VS Gotty

Compare Memgraph VS Gotty and see what are their differences

Memgraph logo Memgraph

Memgraph is the graph engine that powers AI context.

Gotty logo Gotty

GoTTY is a simple command line tool that turns your CLI tools into web applications.
  • 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.

  • Gotty Landing page
    Landing page //
    2023-09-27

Memgraph

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

Gotty

Website
github.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Memgraph features and specs

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

Gotty features and specs

  • Remote Access
    Gotty allows users to access terminal applications over the web, enabling remote command line operations without needing SSH access.
  • Ease of Use
    The setup process for Gotty is straightforward and easy, requiring minimal configuration to get started.
  • Cross-Platform Compatibility
    Gotty is written in Go, making it portable across different operating systems like Linux, macOS, and Windows.
  • No Client Installation Needed
    Clients can access the terminal via a web browser, eliminating the need for additional software installation on user devices.
  • HTML5-based
    The usage of HTML5 ensures a modern browsing experience with broad compatibility and no plugins required.

Possible disadvantages of Gotty

  • Security Concerns
    Gotty exposes terminal access over HTTP, which might be risky if not secured properly as it can lead to unauthorized access.
  • Limited to Terminal Applications
    Gotty is designed for running terminal-based applications only, so it may not be suitable for use cases requiring GUI-based applications.
  • Basic Authentication
    Gotty's authentication mechanism is relatively basic, relying on a single password, which may not be ideal for all use cases.
  • Network Dependency
    Accessing Gotty requires a stable network connection, and performance can be affected by network speed and latency.
  • No Built-in Authorization
    While Gotty can limit access with passwords, it doesn't natively support more sophisticated user role-based access control.

Memgraph videos

What is Memgraph? | Office Hours #1

More videos:

  • Review - Getting started with Memgraph | LIVE

Gotty videos

No Gotty videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Memgraph and Gotty)
Databases
100 100%
0% 0
Testing
0 0%
100% 100
Developer Tools
100 100%
0% 0
Localhost Tools
0 0%
100% 100

User comments

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Reviews

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

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.

Gotty Reviews

We have no reviews of Gotty yet.
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Social recommendations and mentions

Based on our record, Memgraph should be more popular than Gotty. 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.

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
View more

Gotty mentions (13)

  • Advent of Sysadmin 2025
    We used to run terminal in browser using https://github.com/yudai/gotty and the entire dev team remapped their Ctrl+w to Ctrl+`. We did frontend and backend development with this setup almost for 1.5 years. Muscles memory and till this date, always have the fear if my actual terminal will get closed if I use Ctlr+w :P. - Source: Hacker News / 9 months ago
  • Turn Your Android Tablet into an IDE with VSCode and Nix
    I use nix-on-droid to keep a dev environment on my phone. Sometimes I have an hour or two to kill in the university library. I use their computers' screens and keyboards, but I'm coding on my phone through a browser tab and https://github.com/yudai/gotty Beats the hell out of trying to be productive on Windows. - Source: Hacker News / over 2 years ago
  • Show HN: A WireGuard Powered Remote Shell
    The shell itself doesn't really seem any better than e.g. [gotty](https://github.com/yudai/gotty), and there's a bunch more similar things, so at the moment, doesn't seem too useful... - Source: Hacker News / over 2 years ago
  • How to run functions on a remote server and get the result on my computer?
    (FYI: A fun manual remote terminal. Totally insecure, but fun.). Source: over 3 years ago
  • Terminal with web UI?
    Thank you for all the suggestions. I tried some of these and decided to go with GoTTY: Https://github.com/yudai/gotty. Source: over 3 years ago
View more

What are some alternatives?

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

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

Teleconsole - Teleconsole is a free service to share your terminal session with people you trust.

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

Pagekite - Bring your localhost servers on-line.

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

Warp - Warp (Windows Advanced Rasterization Platform) is a high-speed software rasterizer tool designed for the accurate reproduction of bitmap graphics on modern microprocessor-based systems.