Open Agentic Deep Research

Navigating Knowledge with AI Mentors

Specialized browser automation for deep research across academic papers, technical resources, and curated knowledge bases.

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Revolutionizing Research with Agentic AI

Specialized Web Navigation

Our platform leverages specialized AI agents ("Mentors") that are trained to navigate complex research websites, academic databases, and technical resources with human-like understanding but machine efficiency.

Unlike traditional search engines, our Mentors understand research context, can follow citation trails, identify key findings, and synthesize information across multiple sources.

Context-aware: Understands research questions in depth

Meet Your Research Mentors

Medical Researcher

Evidence-based medical research with clinical application focus

To provide scientifically accurate medical information with appropriate clinical context.

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Operation
Background
iFrames

Specialized Skills:

  • Peer-reviewed literature analysis
  • Treatment differentiation
  • Clinical practice contextualization
  • Research limitation assessment

How It Operates:

The Medical Researcher operates by analyzing clinical questions with a focus on evidence quality and patient safety. It follows structured frameworks for evaluating treatments, including efficacy evidence, safety profiles, and mechanism of action.

It maintains a precise, evidence-based approach using appropriate medical terminology while considering patient-centered outcomes. The researcher balances established medical knowledge with emerging treatments and recognizes the limitations of current research.

Background Knowledge:

This mentor has been trained across multiple medical domains including clinical medicine, medical research, pharmacology, public health, and epidemiology. It understands the hierarchy of medical evidence and applies systematic review methodologies.

The researcher is aware of publication bias and funding influences in medical research, and maintains a critical approach to evaluating clinical evidence. It can assess biological mechanism plausibility and contextualize findings within established clinical practice guidelines.

iFrames Used:

PubMed Cochrane Library UpToDate ClinicalTrials.gov

These iFrames allow the mentor to directly access and interact with evidence-based medical resources while maintaining the security and privacy of your research session.

Best Price Finder

Comprehensive price comparison with value optimization focus

To identify the most cost-effective options with relevant price-quality considerations.

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iFrames

Specialized Skills:

  • Multi-channel price comparison
  • Hidden cost identification
  • Pricing cycle analysis
  • Long-term cost assessment

How It Operates:

The Best Price Finder operates by conducting thorough price comparisons across multiple channels, with a structured approach to analyzing base prices, shipping fees, taxes, and additional charges. It evaluates warranty value and return policies as part of the total cost assessment.

It uses a value-focused approach that's transparent about tradeoffs, with precise numerical comparisons. The finder goes beyond the lowest price point to assess quality differentials, longevity estimates, maintenance costs, and potential resale value to determine true cost-effectiveness.

Background Knowledge:

This mentor has been trained on consumer markets, e-commerce platforms, pricing strategies, and retail patterns. It understands seasonal pricing fluctuations and can identify optimal purchase timing based on historical data.

The finder can verify the legitimacy and reliability of sellers, identify discount opportunities, and assess the true value proposition of products beyond their sticker price. It maintains awareness of common pricing tactics and how they affect perceived versus actual value.

iFrames Used:

Amazon PriceTracker CamelCamelCamel RetailMeNot

These iFrames allow direct access to price comparison tools and e-commerce platforms while maintaining the security and privacy of your shopping session.

Best Product Fit

Personalized product matching with comprehensive need assessment

To identify optimal products that match specific user requirements and contexts.

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Operation
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iFrames

Specialized Skills:

  • User requirement elicitation
  • Feature-need alignment
  • Usage context analysis
  • Compatibility assessment

How It Operates:

The Best Product Fit operates by first conducting a detailed user requirement elicitation to identify must-have and nice-to-have features. It analyzes usage contexts and technical constraints to create a comprehensive requirement profile before searching for matching products.

It uses a solutions-oriented, empathetic approach that's specific with recommendations. The product matcher conducts comparative analysis of core features, performance metrics, reliability factors, and user experience elements to identify the best fit for specific user needs.

Background Knowledge:

This mentor has been trained on product design principles, user experience factors, compatibility standards, and feature analysis methodologies. It understands how to prioritize critical versus optional features based on specific use cases.

The product matcher recognizes subjective preference factors and can assess how well products integrate with existing systems. It maintains awareness of user experience considerations that impact satisfaction beyond technical specifications.

iFrames Used:

ProductReview ConsumerReports RTINGs Wirecutter

These iFrames provide direct access to product review and comparison resources while maintaining the security and privacy of your product research session.

Market Analyzer

Data-driven market intelligence with trend anticipation focus

To provide actionable insights on market conditions, trends, and competitive landscapes.

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Operation
Background
iFrames

Specialized Skills:

  • Market trend identification
  • Competitive positioning analysis
  • Demographic influence assessment
  • Regulatory impact evaluation

How It Operates:

The Market Analyzer operates by conducting comprehensive market assessments that include market size estimation, growth trajectory analysis, segmentation analysis, and competitive landscape mapping. It evaluates entry barriers, regulatory environments, and technological factors to provide strategic positioning insights.

It uses an analytical, trend-focused approach that's contextually aware of market dynamics. The analyzer identifies historical patterns, assesses current market states, recognizes leading indicators, and analyzes causal factors to develop prediction scenarios with strategic implications.

Background Knowledge:

This mentor has been trained on market research methodologies, competitive analysis frameworks, consumer behavior patterns, industry structures, and macroeconomic factors. It understands how to apply tools like PESTEL analysis and Porter's Five Forces.

The analyzer can identify emerging market trends from data patterns, evaluate supply chain implications, and consider technological disruption factors. It balances quantitative market data with qualitative market signals to provide a comprehensive view of market dynamics.

iFrames Used:

Bloomberg Statista IBISWorld MarketWatch

These iFrames provide direct access to market intelligence resources while maintaining the security and privacy of your market research session.

Stock Analyzer

Comprehensive financial analysis with investment orientation

To assess investment opportunities through rigorous financial and company analysis.

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Operation
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iFrames

Specialized Skills:

  • Financial statement analysis
  • Technical chart pattern recognition
  • Management quality assessment
  • Risk-return evaluation

How It Operates:

The Stock Analyzer operates by conducting comprehensive stock evaluations that include business model assessment, financial health analysis, competitive positioning review, and growth prospect evaluation. It examines valuation metrics, risk factors, and potential catalysts to determine risk-adjusted potential.

It uses an analytical approach that balances quantitative and qualitative factors with risk awareness. The analyzer develops market theses by examining macroeconomic contexts, sector trends, company specifics, valuation comparisons, and technical setups to create robust investment frameworks with appropriate risk management considerations.

Background Knowledge:

This mentor has been trained on financial analysis methodologies, company valuation techniques, economic indicators, industry analysis frameworks, and market psychology principles. It understands both fundamental and technical analysis approaches.

The analyzer can evaluate financial statements using ratio analysis, assess management quality and strategic direction, and analyze historical performance patterns. It maintains awareness of market sentiment factors and risk-return relationships within specific market contexts.

iFrames Used:

Yahoo Finance TradingView Morningstar SEC EDGAR

These iFrames provide direct access to financial data and analysis tools while maintaining the security and privacy of your investment research session.

Nutrition Guide

Evidence-based nutritional analysis with practical application focus

To provide scientifically sound nutritional guidance adapted to individual contexts.

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iFrames

Specialized Skills:

  • Nutritional science evaluation
  • Metabolic variation recognition
  • Practical implementation planning
  • Nutritional claim assessment

How It Operates:

The Nutrition Guide operates by conducting dietary assessments that analyze nutrient intake, evaluate dietary patterns, identify nutritional gaps and excesses, and highlight improvement opportunities with practical suggestions for sustainable improvement.

It uses an evidence-based, practical approach that's encouraging while remaining scientifically grounded. The guide evaluates nutrition claims by assessing evidence quality, mechanism plausibility, population relevance, and risk factors to provide evidence-based guidance that can be practically implemented.

Background Knowledge:

This mentor has been trained on nutritional science, metabolism, dietary patterns, food composition, and behavioral nutrition. It distinguishes between established and emerging nutritional science while recognizing individual metabolic variations.

The guide balances optimal nutrition with practical implementation considerations, including cultural and preference factors. It critically evaluates nutritional claims, acknowledges psychosocial aspects of eating, and integrates nutrition within a holistic health context.

iFrames Used:

USDA Database PubMed Nutrition Examine.com Nutrition.gov

These iFrames provide direct access to nutritional databases and research resources while maintaining the security and privacy of your nutrition research session.

DIY Project Planner

Comprehensive project planning with practical execution focus

To create detailed, achievable project plans with appropriate skill-level considerations.

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iFrames

Specialized Skills:

  • Project task decomposition
  • Skill requirement assessment
  • Obstacle identification
  • Resource optimization

How It Operates:

The DIY Project Planner operates by creating comprehensive project plans that include requirements clarification, scope definition, materials lists, tools inventory, step sequencing, time estimation, risk assessment, and quality checks with a focus on achievable execution.

It uses a practical, step-oriented approach that's supportive with skill-appropriate guidance. The planner provides technique instruction by identifying prerequisite skills, explaining setup preparation, demonstrating techniques, highlighting common errors, offering troubleshooting advice, and suggesting practice approaches for skill development.

Background Knowledge:

This mentor has been trained on project planning methodologies, materials science, tool usage techniques, construction methods, and safety protocols. It understands how to break complex projects into manageable steps and assess skill requirements realistically.

The planner can identify potential obstacles and failure points, provide detailed material and tool specifications, and suggest alternatives for specialized equipment. It incorporates safety considerations throughout while balancing quality outcomes with resource constraints.

iFrames Used:

Instructables Home Depot DIY Network MakerShed

These iFrames provide direct access to DIY project resources and materials databases while maintaining the security and privacy of your project planning session.

Problem Solver

Structured problem analysis with solution development focus

To identify root causes and develop effective solutions to complex problems.

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iFrames

Specialized Skills:

  • Systematic framework application
  • Root cause identification
  • Solution pathway development
  • Implementation feasibility analysis

How It Operates:

The Problem Solver operates by conducting thorough problem diagnoses that include problem definition, symptom mapping, causal analysis, system interactions assessment, constraint identification, impact evaluation, and priority determination with a focus on identifying root causes.

It uses an analytical, solution-focused approach that clearly articulates cause-effect relationships. The solver develops solutions by defining requirements, generating options, assessing feasibility, evaluating resources, planning implementation, anticipating resistance, and establishing success metrics to ensure implementable effectiveness.

Background Knowledge:

This mentor has been trained on problem analysis methodologies, systems thinking approaches, decision theory, implementation science, and change management principles. It applies systematic problem-solving frameworks to distinguish symptoms from underlying causes.

The solver considers multiple solution pathways and evaluates potential unintended consequences of each. It adapts solutions to resource constraints, incorporates implementation feasibility considerations, and balances short-term fixes with sustainable long-term solutions.

iFrames Used:

MindTools ASQ HBR McKinsey Insights

These iFrames provide direct access to problem-solving frameworks and methodologies while maintaining the security and privacy of your problem-solving session.

Academic Scholar

Deep academic research with rigorous academic standards and paper analysis

To provide comprehensive academic analysis with proper citations and methodological critique.

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Operation
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iFrames

Specialized Skills:

  • Peer-reviewed literature analysis
  • Methodological assessment
  • Statistical findings interpretation
  • Research gap identification

How It Operates:

The Academic Scholar operates by conducting thorough paper analyses that include summary, methodology review, findings assessment, limitations evaluation, and implications discussion with a focus on methodological rigor.

It uses a measured, analytical approach that's precise with careful qualification of claims. The scholar performs comprehensive literature reviews by providing field overviews, identifying key papers, analyzing research trends, and highlighting gaps in the existing literature.

Background Knowledge:

This mentor has been trained on academic research methodologies, critical analysis techniques, and scholarly communication standards. It understands the structure and expectations of academic writing across disciplines.

The scholar is well-versed in research design principles, statistical analysis methods, and academic citation styles (particularly APA). It can evaluate the validity and reliability of research findings and place them within the broader context of academic discourse.

iFrames Used:

Google Scholar JSTOR Web of Science Academia.edu

These iFrames provide direct access to academic databases and scholarly resources while maintaining the security and privacy of your academic research session.

Business Development Strategist

Market-oriented growth analysis with actionable frameworks

To identify market opportunities and develop strategic growth plans.

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Operation
Background
iFrames

Specialized Skills:

  • Market opportunity identification
  • Growth strategy development
  • Competitive landscape analysis
  • Implementation roadmapping

How It Operates:

The Business Development Strategist operates by analyzing market opportunities through assessment of market size, growth trends, competitive landscape, entry barriers, and execution requirements with a focus on developing actionable strategies.

It uses a visionary yet practical approach that's market-focused with implementation awareness. The strategist develops growth strategies by evaluating current position, identifying opportunity spaces, assessing capabilities, determining resource requirements, and creating implementation roadmaps.

Background Knowledge:

This mentor has been trained on market analysis frameworks, growth strategy methodologies, and competitive analysis techniques. It understands business models, market dynamics, and strategic planning processes.

The strategist balances innovation with execution capabilities, identifying practical market opportunities through research synthesis. It can evaluate market potential, assess competitive advantages, and develop actionable growth plans with clear implementation steps.

iFrames Used:

Crunchbase CB Insights Statista Harvard Business Review

These iFrames provide direct access to business intelligence resources and market research databases while maintaining the security and privacy of your strategic planning session.

Specialized Research Tools

OpenRouter Interface

Our OpenRouter interface provides seamless access to multiple AI models, allowing researchers to compare outputs and select the most appropriate model for their specific research needs. The interface understands academic queries and can reformulate them for optimal results across different AI systems.

arXiv Deep Research Agent

Our specialized arXiv agent goes beyond simple search. It can trace citation networks, identify key papers in a field, summarize technical content at varying levels of detail, and even suggest related papers you might have missed. The agent understands mathematical notation and technical jargon specific to each discipline.

Golden Browser

The Golden Browser represents our most advanced research interface, combining multiple specialized agents into a unified workflow. It can simultaneously search academic databases, technical resources, and curated knowledge bases while maintaining context across all sources. The browser remembers your research trajectory and can suggest new directions based on your reading patterns.

WebUI Docker Interface

Our WebUI Docker interface provides a flexible environment for running custom research workflows. It allows researchers to containerize their analysis pipelines and share reproducible research environments with collaborators.

Advanced Research Capabilities

Citation Network Analysis

Visualize and navigate complex citation networks to understand the development of ideas in your field.

Technical Language Understanding

Our agents comprehend discipline-specific terminology and notation, from mathematics to biochemistry.

Continuous Learning

The system learns from your research patterns to suggest increasingly relevant materials over time.

Join Our Research Community

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