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Scrap.io VS Agentmemory

Compare Scrap.io VS Agentmemory and see what are their differences

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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.
Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Scrap.io logo Scrap.io

Scrap.io allows you to scrap Google Maps, get their email, and download leads into a CSV/Excel file. We also provide an API that responds very fast to interact with Google Maps data.

Agentmemory logo Agentmemory

Persistent memory for Claude Code, Codex & coding agents
  • Scrap.io Landing page
    Landing page //
    2022-11-16
Not present

Scrap.io

Website
scrap.io
$ Details
paid Free Trial $49 / Monthly (Basic plan)
Platforms
Browser
Release Date
2021 November
Edit details

Agentmemory

Website
agent-memory.dev
$ Details
-
Platforms
-
Release Date
-
Edit details

Scrap.io features and specs

  • Google Maps Scraping
  • API
  • Search by city
  • Search on whole country

Agentmemory features and specs

  • 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 of Agentmemory

  • 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.

Analysis of Agentmemory

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

Scrap.io videos

+ Add

Scrap.io: Product Tour

More videos:

  • Review - Scrap.io : nouveautรฉs du 1er novembre 2021

Agentmemory videos

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

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Category Popularity

0-100% (relative to Scrap.io and Agentmemory)

Scrap.io

Agentmemory

Lead Generation
100 100%
Lead Generation
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
Data Extraction
100 100%
Data Extraction
0% 0
AI
0 0%
AI
100% 100

User comments

Share your experience with using Scrap.io and Agentmemory. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, Scrap.io seems to be more popular. It has been mentiond 2 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.

Scrap.io mentions (2)

  • Google Maps API vs Limits
    I created https://scrap.io if you want a cheaper alternative. Source: about 3 years ago
  • [Hiring] Scrape Google Maps For Businesses Without A Website
    You can check https://scrap.io which can do precisely what you are looking to do. Source: over 3 years ago

Agentmemory mentions (0)

We have not tracked any mentions of Agentmemory yet. Tracking of Agentmemory recommendations started around Jun 2026.

What are some alternatives?

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

Outscraper - Scrape Google Maps Places, Business Reviews, Photos, Play Market Reviews, and more. Get any public data from the internet by applying cutting-edge technologies. Web Tools & API's.

ChainMemory - Portable, verifiable memory for AI agents โ€” works across ChatGPT, Claude, Gemini and any MCP client

Apify - Apify is a web scraping and automation platform that can turn any website into an API.

Mem0 - Your private, local memory layer for all AI tools

Phantombuster - A marketplace of simple to use no-code APIs

Memori - Persistent memory from agent trace, not just conversation

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