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Agentmemory VS Gmelius

Compare Agentmemory VS Gmelius and see what are their differences

Agentmemory

Persistent memory for Claude Code, Codex & coding agents

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Rating
0 reviews
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Alternatives Is it good?
Gmelius

Gmelius is the first collaboration platform designed for G Suite and your company's daily tools.

Rating
0 reviews
Pricing
Freemium Free trial $9 / Monthly
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InboxAgent
InboxAgent uses AI to read your shared mailboxes, like info@ and sales@, plus everyone's own inbox, on Microsoft 365, Gmail, Zoho Mail or IMAP. It finds the sales leads and gives each an owner on a board. Never sends from your mailbox. sponsored
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.

Which is more popular?

Based on our record, Gmelius seems to be more popular. It has been mentioned 3 times since March 2021.

social mentions
0 vs 3
AI popularity
100% vs 0%
alternatives listed
55 vs 175

Base details

Website, pricing, platforms and company facts side by side.

Agentmemory
Gmelius
Website agent-memory.dev gmelius.com
Pricing —
Freemium Free trial $9 / Monthly Official pricing
Platforms —
Browser Slack Android iOS +1
Company — Startup from Switzerland · 10 - 19 employees
Listed in
AI Developer Tools Productivity Utilities +1
Work Collaboration Collaborative Workspaces Enterprise Communication Email Management Team Inbox Team Collaboration Project Management +4

About Agentmemory and Gmelius

In their own words, as submitted to SaaSHub.

Agentmemory
Gmelius

No description of Agentmemory yet.

Gmelius transforms your Gmail / G Suite inbox into your company’s workspace. It seamlessly bridges the gap between external and internal communications like email and chat, while empowering your team with collaborative tools like shared inboxes, shared labels, email notes, kanban boards, and...

Read more about Gmelius

Features and specs

What each product offers, as listed by its team.

Agentmemory 5 features
Gmelius 4 features
  • Simple API
    Agentmemory provides a straightforward and minimal API for creating, searching, updating, and deleting memories, making it easy for developers to integrate memory capabilities into AI agents without dealing with complex configurations.
  • Built on ChromaDB
    It leverages ChromaDB as its underlying vector database, providing reliable semantic search and embedding capabilities out of the box without requiring developers to set up separate infrastructure.
  • Lightweight and Easy to Install
    Agentmemory is a lightweight Python package that can be installed via pip with minimal dependencies, making it quick to get started with and easy to incorporate into existing projects.
  • Category-Based Memory Organization
    Memories can be organized into categories (topics), allowing agents to store and retrieve information in a structured way, which helps with context management and retrieval accuracy.
  • No Server Required
    Agentmemory can run entirely locally without needing a separate server or cloud service, making it suitable for development, prototyping, and privacy-sensitive applications where data should stay on the local machine.

Possible disadvantages

  • Limited Ecosystem and Community
    Agentmemory is a relatively niche and small project with a limited community compared to more established memory and vector database solutions, which means fewer resources, tutorials, and community support are available.
  • Basic Feature Set
    While simplicity is a strength, the library may lack advanced features such as sophisticated memory consolidation, decay mechanisms, importance scoring, or complex querying capabilities that more mature memory frameworks offer.
  • Tight Coupling to ChromaDB
    Being built specifically on ChromaDB means developers are locked into that particular vector store and cannot easily swap it out for alternatives like Pinecone, Weaviate, or FAISS without significant refactoring.
  • Limited Scalability
    As a locally-run, lightweight solution, Agentmemory may not scale well for production applications that require handling large volumes of memories, high concurrency, or distributed deployments.
  • Sparse Documentation and Examples
    The project's documentation, while covering the basics, may lack comprehensive examples, best practices, and advanced usage patterns that developers need when building complex agent-based systems.
  • Shared Inbox
    true
  • Kanban board
    true
  • Automated workflow
    true
  • Analytics and Reporting
    true

Analysis

An editorial look at what each product does well and who it suits.

Agentmemory
Gmelius

Overall verdict

  • AgentMemory (agent-memory.dev) appears to be a solid, purpose-built solution for developers who need persistent memory management in AI agent applications, offering a focused feature set for storing, retrieving, and managing contextual data across agent sessions.

Why this product is good

  • Provides dedicated memory persistence for AI agents, enabling context retention across sessions and conversations
  • Designed specifically for the agentic AI use case, which can simplify development compared to building custom memory layers
  • Likely offers developer-friendly APIs and SDKs to integrate memory capabilities quickly
  • Can improve agent performance by allowing recall of past interactions, user preferences, and long-term context
  • Reduces boilerplate work for teams building conversational or autonomous AI systems

Recommended for

  • Developers building AI agents or LLM-powered applications that require long-term memory
  • Teams creating conversational assistants that need to remember user context across sessions
  • Startups and companies prototyping autonomous or multi-step agent workflows
  • Engineers seeking a managed memory layer instead of building persistence infrastructure from scratch
  • Projects involving personalized AI experiences that depend on retained user data and history

Overall verdict

  • Overall, Gmelius is generally considered a good solution for individuals and teams looking to optimize their email management and productivity within Gmail. Its robust feature set can help streamline workflows and improve team collaboration.

Why this product is good

  • Gmelius is a productivity tool designed to enhance Gmail by adding features such as email scheduling, task management, and collaboration tools. It integrates smoothly with Google Workspace, providing users with the ability to manage projects and tasks directly from their inbox. The platform is particularly praised for its ability to transform Gmail into a collaborative workspace without leaving the email client.

Recommended for

  • Teams looking for enhanced project and task management tools within Gmail.
  • Small to medium-sized businesses seeking to improve productivity without switching platforms.
  • Users who frequently collaborate over email and need more robust management tools.
  • Individuals aiming to reduce email overload and increase efficiency in email communications.

Videos

Walkthroughs and reviews on video.

Agentmemory 0 videos + Add
Gmelius 3 videos + Add

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Gmelius basic walkthrough

More videos

  • - How to use Gmelius tracking features
  • - gmelius.com vs boomeranggmail.com

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Agentmemory
Gmelius
100% 100%
AI
0% 0%
0% 0%
Email Productivity
100% 100%
100% 100%
Developer Tools
0% 0%
0% 0%
Email Management
100% 100%

User comments

Share your experience with using Agentmemory and Gmelius. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Agentmemory no reviews yet
Gmelius no reviews yet

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Agentmemory 0 mentions
Gmelius 3 mentions

Tracking Agentmemory since Jun 2026.

  • Is there a better way to have a customer-facing inbox?
    Depending on the potential value of the workflow, https://gmelius.com/ and https://hiverhq.com/ are both pretty awesome. Source: over 3 years ago
  • CRM RECOMMENDATIONS PLEASE:) (I CAN'T BELIEVE HOW HARD THIS IS!)
    If you want to stay inside Gmail, https://gmelius.com/ is an option. Source: over 3 years ago
  • Email templates in collaborative inbox
    If you wish to collaborate in Google Workspace, especially Gmail, you should consider a Google Partner solution such as Gmelius: https://gmelius.com. Source: over 5 years ago

Alternatives to Agentmemory and Gmelius

When comparing Agentmemory and Gmelius, you can also consider the following products.

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