DirectoryWeb Scraping & Data Extraction
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Makralabs

Makra is an agentic web scraper that serves real-time structured data from the open web at the cost of a vector search.

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Free plan
Makralabs screenshot, image 1

Overview

AI summary

Makra is described as an agentic web scraper that enables users to extract real-time structured data from the open web. It allows users to teach it page patterns once, which can then be reused across various pages and sites. The tool supports pagination and can adapt to changes in web page layouts, ensuring that the data remains current without repeated AI calls.

Sources behind this listingSee source links, recorded dates and owner corrections.

Observed facts come from public pages. Founder-edited facts are supplied by the verified owner. AI-inferred facts are model interpretations; derived facts are calculated from other data. A source link lets you check the current page. It does not guarantee the fact is still current.

Dates show when a record was saved. Some older records use the listing’s update date; they are not proof of a fresh check. Missing source records are shown explicitly.

TaglineMakra is an agentic web scraper that serves real-time structured data from the open web at the cost of a vector search.
ObservedRecorded Source: www.makralabs.org
DescriptionMakra is an agentic web scraper that serves real-time structured data from the open web at the cost of a vector search.
ObservedRecorded Source: www.makralabs.org
Free planYes
ObservedRecorded Source: www.makralabs.org
Free trialNot stated
Source not recordedDate not recordedSource link unavailable
IntegrationsGitHub
ObservedRecorded Source: www.makralabs.org
SummaryMakra is described as an agentic web scraper that enables users to extract real-time structured data from the open web. It allows users to teach it page patterns once, which can...
AI-inferredRecorded Source link unavailable

Who Is It For

Best for

Organizations looking to monitor product prices, track competitor changes, or gather structured data from multiple web sources efficiently.

Not for

Users seeking a straightforward web scraping tool without the need for AI-driven features or those who require extensive integrations beyond GitHub.

Strengths & Weaknesses

Biggest strength

Makra's ability to learn page patterns and adapt to changes in web layouts allows for efficient data extraction without constant manual adjustments.

Biggest weakness

Pricing information is not clearly visible, which may hinder potential users from assessing the tool's value (AI-inferred; may be outdated. Founders can correct this)

Classification

Likely competitors
FirecrawlExaOctoparse

Alternatives to Makralabs

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Community

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How we sourced this: Observed fields () were crawled from https://www.makralabs.org/ when recorded. Source links and dates are available above. AI-inferred fields () were generated by gpt-4o-mini and are always labelled, never presented as measured fact. Last updated: 9 September 2026. Site availability checked: 6 September 2026. Is this your tool? Claim it to edit and get a do-follow badge.