ScholarForge AI Firefox

ScholarForge AI

# ScholarForge AI – Research, References, Academic Writing & Document Intelligence

Features & Capabilities

ScholarForge AI – Research, References, Academic Writing & Document Intelligence

ScholarForge AI is an advanced research and document intelligence extension designed for students, researchers, educators, professionals, consultants, analysts, and knowledge workers who need reliable sources, structured evidence, academic references, and AI-ready research workflows.

Instead of switching between multiple websites, citation generators, document converters, academic databases, and AI tools, ScholarForge AI brings everything together in a single streamlined workspace directly inside your browser.

What ScholarForge AI Does

ScholarForge AI helps users discover, organize, verify, format, export, analyze, and transform references into structured academic and professional outputs.

The extension combines research discovery, citation management, evidence organization, prompt engineering, document analysis, and export tools into one productivity-focused environment.

Whether you are writing a thesis, dissertation, literature review, scientific article, business report, executive briefing, market analysis, due diligence report, or professional study, ScholarForge AI helps reduce manual work while improving source quality and traceability.

Research Across Multiple Trusted Sources

ScholarForge AI can search and organize references from numerous academic and open knowledge databases, including:

• OpenAlex • Crossref • Semantic Scholar • PubMed • Europe PMC • SciELO • DOAJ • arXiv • DataCite • Google Books • Open Library • Library of Congress • HAL • ClinicalTrials.gov • Internet Archive • Wikidata • Additional public scholarly repositories

Search results can be filtered by:

• Topic • Keywords • Publication period • Language • Source type • Database source

This allows users to focus on relevant and reliable references more efficiently.

Build and Organize Your Reference Library

Create and manage your own research collection.

Features include:

• Save selected references • Organize sources for projects • Review metadata before exporting • Store references locally • Prepare evidence sets for academic writing or AI workflows

Generate References in Multiple Citation Styles

ScholarForge AI supports popular citation and reference standards, including:

• ABNT • APA 7th Edition • Vancouver • Harvard • IEEE • AMA • MLA • Chicago • Turabian • ISO 690

This helps users quickly generate properly formatted bibliographic references while maintaining control over their source selection.

Export References and Research Data

Export your references and research collections in multiple formats.

Available export formats may include:

• TXT • PDF • DOCX • XLSX • CSV • BibTeX • RIS

Availability may vary according to subscription plan and selected features.

AI Prompt Builder for Academic and Professional Writing

ScholarForge AI includes a powerful structured prompt builder that helps transform selected references into detailed AI-ready instructions.

Users can create prompts for:

Academic Documents

• Abstract • Introduction • Literature Review • Theoretical Framework • Methodology • Results • Discussion • Conclusion • References

Professional and Business Documents

• Executive Summary • Market Analysis • Industry Analysis • Strategic Briefing • Due Diligence Reports • Business Plans • Risk Assessments • Benchmarking Reports • Recommendations and Action Plans

Fine-Grained Section Control

Unlike simple AI prompt generators, ScholarForge AI allows users to configure individual sections independently.

Control options include:

• Citation usage • Reference requirements • Estimated number of sources • Direct or indirect citation preferences • Prioritized references • Internal section subdivisions • Research intelligence support

This level of control helps create more structured and evidence-based outputs.

Research Intelligence Engine

One of ScholarForge AI’s most powerful features is its Research Intelligence capability.

Instead of simply listing references, the extension can help organize evidence into meaningful research structures such as:

• Evidence maps • Study matrices • State-of-the-art overviews • Literature synthesis • Research gap identification • Thematic clustering • Comparative analysis frameworks • Initial discussion structures

These tools help users better understand large collections of references before writing.

AI Workflow Integration

ScholarForge AI is designed to work alongside AI platforms while keeping users in control of their research process.

Users can:

• Generate structured prompts • Copy prompts for manual use • Paste prompts into AI systems • Automatically insert prompts when supported • Control which references are included

The extension does not lock users into a specific AI platform.

Document Review and Analysis

ScholarForge AI can assist with document evaluation workflows.

Features may include:

• Writing quality analysis • Readability evaluation • Originality review support • Citation consistency checks • Research structure assessment • Academic document auditing

These tools help users improve document quality before submission or publication.

Designed for Reliability and Research Integrity

ScholarForge AI is built around the principle that good research starts with reliable evidence.

The extension focuses on:

• Reference traceability • Source transparency • Structured evidence usage • Metadata verification workflows • Responsible AI-assisted research

ScholarForge AI does not claim to bypass plagiarism detection systems, guarantee originality scores, or replace human judgment.

Users remain responsible for reviewing, validating, and approving all generated content.

Why Users Choose ScholarForge AI

✓ Research and reference management in one place

✓ Access to multiple academic and scholarly databases

✓ Structured AI prompt generation

✓ Academic and professional writing support

✓ Citation and bibliography formatting

✓ Multi-format export capabilities

✓ Evidence-based workflows

✓ Research intelligence and literature synthesis tools

✓ Business and academic document support

✓ Browser-based productivity with no mandatory backend

Ideal For

• Undergraduate students

• Graduate students

• Master's and PhD researchers

• Professors and educators

• Academic advisors

• Scientific writers

• Consultants

• Business analysts

• Market researchers

• Policy researchers

• Knowledge professionals

• Teams producing evidence-based reports

Premium Features

Depending on the selected plan, users may gain access to advanced capabilities such as:

• Extended research limits

• Advanced exports

• Enhanced document analysis

• Research intelligence tools

• Professional reporting workflows

• Reference verification features

• Citation auditing tools

• Project management capabilities

• Premium productivity enhancements

Privacy and User Control

ScholarForge AI is designed to prioritize transparency and user control.

Users choose:

• Which references to search

• Which sources to save

• Which sections to generate

• Which standards to apply

• Which AI workflows to use

The extension is intended to support research productivity while maintaining human oversight throughout the process.

ScholarForge AI helps transform reliable references into organized knowledge, structured evidence, professional reports, and high-quality academic workflows—all from within your browser.

User Growth & Download Statistics

Manifest V2 Add-on
By:
Luís Cláudio Santos Sampaio
Daily users:
1
Rating:
5.00
(1)
Version:
1.0.0 Last updated: 2026-06-22
Version code:
6313715
Creation date:
2026-06-19
Risk:
Very high risk impact High risk likelihood
Permissions:
  • activeTab
  • storage
  • tabs
  • https://api.openalex.org/*
  • https://api.crossref.org/*
  • https://api.semanticscholar.org/*
  • https://eutils.ncbi.nlm.nih.gov/*
  • https://doaj.org/*
  • https://search.scielo.org/*
  • https://serpapi.com/*
  • See more
Content scripts matches:
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  • claude.ai
  • www.perplexity.ai
  • perplexity.ai
  • copilot.microsoft.com
  • www.bing.com
  • grok.com
  • See more
Size:
1.35MB
Email:
en*****@gmail.com
URLs:
Website
Full description:
See detailed description
Source:
Firefox Add-ons Store
Data ingested on:
2026-07-16
Compare stats and ranking:

Contact the developer

Chrome-Stats does not own this Firefox add-on. Please use these information below to contact the Firefox add-on developer.
Developed by:
Luís Cláudio Santos Sampaio
Firefox Add-ons Store
https://addons.mozilla.org/firefox/addon/scholarforge-ai/
Email:
en*****@gmail.com
Website:
https://engluis94.github.io/scholar-forge-ai/support.html

Is ScholarForge AI Safe?

Risk impact
Risk impact measures the level of extra permissions an extension has access to. A low risk impact extension cannot do much harms, whereas a high risk impact extension can do a lot of damage like stealing your password, bypassing your security settings, and accessing your personal data. High risk impact extensions are not necessarily malicious. However, if they do turn malicious, they can be very harmful.

ScholarForge AI requires a lot of sensitive permissions. Exercise caution before installing.

Risk impact analysis details
  • Critical Grants access to browser tabs, which can be used to track user browsing habits and history, presenting a privacy concern.
  • Critical ******* ****** ** *** ********* ******** ************* ************* ******************** ******** ********* *********** ************ ********** ************ ******** ****** ************** ************** *************** **************** ******** ************* ************* ************ ********************* ***************** ******* ******************* ************ ************* ********** ************ *********** *********** ********** ************** ************** ********* ********* ****** ******** ******** ************* *********** ******** ************
  • High ******* ******* **** *** ****** ***** *** ***** ** ******* **** ********* ********* ** * *********** *****
Risk likelihood
Risk likelihood measures the probability that a Firefox add-on may turn malicious. This is determined by the publisher and the Firefox add-on reputation on Firefox Add-ons Store, the amount of time the Firefox add-on has been around, and other signals about the Firefox add-on. Our algorithms are not perfect, and are subject to change as we discover new ways to detect malicious extensions. We recommend that you always exercise caution when installing a Firefox add-on.

ScholarForge AI is recently added, and hasn't been around long enough for us to gather enough data to accurately assess its risk level.

Risk likelihood analysis details
  • High This extension was recently updated in the past month. New updates may not be stable or safe.
  • High **** ********* *** ******** ****** *** ********** *** *** ** ****** ** *****
  • High **** ********* *** *** **** ****** ********* ********** *** *** ** ****** ** *****
  • Good **** ********* *** **** **** *******
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