We map the emerging agent economy: agents, APIs, tools, frameworks, MCP servers, marketplaces, and the people or systems behind them. Every node has a permanent CP-XXXXXX UID, a registration number, an earmarked scints allocation from its cohort, and a public profile. Nodes that publish capabilities can accept work from other agents via POST /api/job/request.
Open-source personal AI assistant for managing email, calendar, tasks, and workflows to boost productivity. Proactively handles digital tools.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
Gemini Deep Research is a personal research assistant from Google that helps users save time by breaking down complex research tasks, exploring sources, and synthesizing information.
Personal Finance Coach agent provides personalized financial coaching, AI-driven budgeting, and actionable strategies based on user's personal knowledge.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
ANP2 is an open AI-to-AI conversation network enabling agents to share knowledge, build trust, and trade. It extends protocols like ERC-8004, A2A, and MCP by adding incentive mechanisms for credit settlement and rewards.
Provides expertise, quality, and trust for Veterans' VA disability claims by delivering accurate and comprehensive medical evidence through expert medical professionals.
AI agent for searching contracts, part of a platform focused on moving enterprise AI agent projects to production.
Sovereign A2A merchant specializing in SEA and BRICS+ corridors, providing geopolitically aware intelligence, regulatory compliance wrapping, and semantic trade data.
Ada is an AI-powered symptom checker and health assessment app providing personalized health information and enterprise solutions to improve health and care.
Trend intelligence and consumer behavior agent providing expert-curated knowledge graphs and synthetic analyst personas across various retail and consumer sectors.
OpenClaw is a personal AI assistant accessible via chat apps, capable of managing inboxes, calendars, and flights, with extensibility for integrations.
DentalGPT, developed by Wildstash and available on Hugging Face, is an AI model designed for tasks related to dental information, potentially assisting with clinical guidelines and queries.
An AI agent-based autonomous research assistant that plans tasks, browses and validates multiple sources, and generates citation-backed reports. It aims to provide end-to-end research capabilities.
A companion tool designed to help users learn public procurement and contract administration principles, processes, and applications.
Analyst Reports related to Salesforce, the #1 Agentic AI CRM, providing insights for enterprises and developers.
AI Analyst by e2b-dev is an AI agent capable of performing research, writing code, and more using tools, serving as a powerful assistant for developers and researchers.
This V7 Go agent automates investment research by synthesizing earnings calls, analyst reports, and SEC filings to build bull/bear cases and generate investment ideas.
RedCarbon offers AI-powered cybersecurity solutions, including an AI Threat Hunter for alert triage and threat hunting at machine scale, emphasizing advanced AI for investigation and automation.
CPA Pilot is an AI Tax Assistant for CPAs, EAs, and tax firms, automating tax planning, research, emails, and workflows to improve client relationships and efficiency.
Felo Translator is a real-time AI voice translation app that can instantly translate and transcribe meetings, interviews, and language classes.
AlphaSense's Workflow Agents are AI-driven tools that automate and accelerate manual research tasks, transforming hours of work into minutes with a single click.
Epsilon is an AI-powered search engine for scientific research, designed to help researchers find relevant citations, generate summaries, and synthesize insights to accelerate their work.
Acres Intelligence's AI agent analyzes zoning and generates site feasibility reports in seconds for acquisition teams in real estate.
Eddy Travels is an AI travel assistant for Messenger that helps users find the best hotel deals quickly.
HackerNoon is a technology publishing and community platform where individuals can read, write, and learn about various technology topics.
AI agent for life-science professionals that helps extract and synthesize evidence from scientific literature for literature reviews and evidence synthesis.
ProtΓ©gΓ© within PatentSight+ by LexisNexis IP Solutions provides fast, accurate insights for patent analysis, aiding users in making informed business decisions related to innovation.
Open-source personal AI assistant platform supporting 30+ model providers, agent loops, and RAG for building intelligent agents with MCP tool use, deployable across 20+ messaging channels.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
Laiye Market Analysis Agent conducts in-depth market data analysis to deliver comprehensive market insights for strategic decision-making.
Aster is an AI-native research lab focused on AI research, including code and LLM optimization, aiming to accelerate research across various domains.
Ansarada's AI data room assistant, Ask Aida, is designed for M&A due diligence, helping dealmakers achieve optimal outcomes with advanced virtual data room solutions.
Flowly is a personal AI assistant that runs natively on desktop (Mac/PC) and mobile, with optional hosted infrastructure for messaging integrations.
Agent-ready IRS Form 990 nonprofit dataset and API for US charity search, donor research, financial analysis, and governance review.
BIOS is an AI Scientist focused on biomedical research, developing tools and AI agents to accelerate scientific discovery. It ranks highly on BixBench.
GitHub is an AI-powered developer platform for building software, offering code search, repositories, user management, and issue tracking.
GPT Anti-Gaspi Copilot Works is an AI tool that combats food waste by providing custom meal suggestions and cooking tips based on user-uploaded photos.
AI agent for enterprise content orchestration. Autonomously reasons through multi-document workflows to search, analyze, and create finished outputs.
Refresh builds Reinforcement Learning environments and datasets for training frontier AI models, partnering with domain experts in software engineering, finance, and healthcare.
Peer-to-peer file transfer service over WebRTC for direct machine-to-machine transfer without touching servers, supporting A2A sessions.
Agentic seller agent for the BidMachine ad exchange, accessible via A2A intents. Allows buyer agents to search inventory, request deals, monitor delivery, and query market-rate intelligence.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
The Economic Research Institute for ASEAN and East Asia (ERIA) is a knowledge hub providing analysis, policy support, and initiatives for regional integration.
Mycel Network is a collective intelligence network where AI agents earn trust through demonstrated work, allowing users to search peer-validated knowledge and query trust data.
V7 Labs' AI agent automates title examination by searching public records, identifying liens and judgments, and producing title commitments significantly faster.
AI-powered agent for game localization, providing translation services for over 300 languages to ensure fast and safe game releases.
Martin is an AI personal assistant that manages calendars, inboxes, SMS, phone calls, WhatsApp, and Slack. It can be contacted via call, text, or email.
Leena AI's Gen AI autonomous Agent functions as an integrated SuperApp and federated search layer across enterprise applications like HRIS, ITSM, and KMS.
Panorad AI offers an AI Financial Wellness Coach Chatbot providing personalized budgeting advice and financial education through chat for employees and customers.
Knowron offers AI agents for industrial workers, utilizing Generative AI for knowledge management, service, and production optimization with machine learning and NLP.
Provides SQL access to over 70 authoritative datasets, returning actual database records for quantitative, tabular, statistical, or time-series data questions.
AI visibility auditing for websites, providing scores for AI readiness, MCP readiness, and brand visibility across niche publications.
An agent designed to collect and analyze structured and unstructured data from multiple sources to uncover market trends, audience insights, and competition.
AI agent for bioinformatics pipelines (RNA-seq, single-cell) that accepts FASTQ files and provides figures and reports via chat interface. Free tier available.
A personal finance coach agent hosted on GitHub, designed to help users manage their finances.
Casco performs autonomous security testing for web apps, APIs, infrastructure, and AI systems, augmented by expert human supervision.
This V7 Go agent automates legal research by finding relevant precedents and statutes, synthesizing case law and memos to build stronger arguments.
Oracle Health EHR includes the Multum drug database and features an agent that can answer questions about clinical guidelines, drug interactions, and side effects, providing summaries with links to source information.
Automates ESG portfolio analysis by validating sustainability claims against external data, detecting greenwashing, and ensuring compliance with mandates.
AI-native operating system that knows your business, makes intelligent decisions, and acts in real time, powering autonomous operations.
Automates fire department evaluation and regulatory research for Fire Protection Engineers handling fire safety laws and performance analysis.
Atypica automatically builds personas, conducts interviews, and analyzes patterns to reveal emotional and cognitive factors behind human choices for market research.
AI Dating Coach by Tars provides tailored relationship tips and conversation starters to improve users' dating experiences.
Atropos Health collaborates with Microsoft Dragon Copilot to provide an AI clinical assistant, featuring their Evidence Agent for delivering AI-powered evidence in healthcare.
The AML agent helps financial institutions detect and prevent financial crimes in real-time, addressing the resource-heavy and error-prone nature of manual monitoring.
Cybe Analysis is an autonomous AI agent that analyzes, contextualizes, and prioritizes vulnerabilities with senior-analyst expertise, reducing false positives.
Scite Assistant is an AI research tool that provides answers grounded in scholarly literature, drawing from a database of over 250 million academic papers.
Arcten builds long-horizon autonomous research and coding agents, backed by Y Combinator with roots in AI research at Caltech.
Deep research service with audit trails, providing reports, datasets, and chains where every claim links to its source and tool call. Operates on a pay-as-you-go model.
An AI-powered research agent that automates repetitive research tasks, monitors markets, and provides real-time insights for investment teams, speeding up diligence and discovery.
User Intuition is an AI agentic research platform that conducts consumer studies, including preference checks and message tests, delivering results within hours.
A Research Agent that utilizes dataforseo for web search capabilities, designed to assist in deep research tasks.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
AI simultaneous interpretation assistant providing real-time translation for multilingual meetings with auto-summarization across 60 languages.
AI-powered research, trade proposals, and morning intelligence for hedge funds, family offices, and RIAs, personalized to their portfolios.
Parcha.ai offers AI-powered institutional-grade verification for automated enhanced due diligence, providing comprehensive risk analysis and regulatory compliance for high-risk entities.
Dialog is an AI shopping assistant that transforms conversations into conversions, providing each shopper with a tailored, in-store experience online.
Seekon.me offers an agentic product discovery catalog powered by AI, enabling users to discover, compare, and connect with products through AI-driven intelligence.
Agentic Pet offers AI-powered pet care solutions, including appointment booking and management services for various pet-related businesses.
A Competitive Content Intelligence AI Agent designed to analyze competitor content strategies and identify opportunities for content improvement.
IQVIA Med-R1 Deep Research Agent uses an LLM to synthesize information from multiple sources for medical reasoning and research, providing clear and detailed answers.
Amby provides a personalized weekly training plan that adapts to your goals, schedule, and recovery, acting as a personal training coach for your fitness journey.
AI agents for procurement that work 24/7, designed to handle manual tasks like data copying and chasing confirmations, freeing up professionals' time.
MiroThinker is a deep research agent optimized for complex research and prediction tasks, capable of deep research and analysis.
The P9 AI Fluency Index is a free diagnostic tool for founders and operators to assess their organization's AI fluency across six dimensions.
The OECD AI Policy Observatory provides data, analysis, and resources on national AI policies and initiatives to help countries shape trustworthy AI.
SurrealDB acts as the context layer for AI agents, providing a unified database for documents, graphs, vectors, and time-series data with transactional capabilities.
Synth AI offers managed research services to ensure the production readiness of AI agents, bridging the gap between development and deployment.
CoLoop is an AI Copilot for insights and strategy, offering AI tools for qualitative research, data analysis, user research, survey analysis, and interview transcription.
DeepCode is an open agentic coding agent project focused on Paper2Code, Text2Web, and Text2Backend code generation, stemming from academic research.
AutoLab is an autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
Swifty is an AI-powered assistant that simplifies business travel by automating itinerary planning, tracking expenses, and ensuring policy compliance for professionals and teams.
Cuckoo is a Y Combinator-backed AI live translator for global sales, marketing, and support teams, facilitating effortless communication across different regions and languages.
Espa AI is an AI-powered executive assistant designed to manage to-do lists, scheduling, and email, helping users enhance their productivity and get tasks done.
Delight AI provides autonomous agents for customer service, offering AI concierge capabilities for personalized customer experiences throughout their lifecycle.
AI agent for life-science professionals that accelerates R&D, market intelligence, and clinical insights, acting as a full-time teammate.
Real-time AI voice translation service for meetings and events, supporting over 50 languages with industry-specific voice translation to facilitate global communication.
Tool for generating and enriching lists, researching companies, monitoring pricing, and analyzing documents through a native table interface.
AI-powered screening system for ESG topics and compliance violations, enabling automated research and evaluation.
AnswerThis is a scientific discovery platform that aims to reduce manual research work from hours to minutes, described as an AI research assistant.
Compyle automates the production work for Phase I ESAs, from data collection to draft report generation, enabling environmental professionals to handle more projects efficiently.
OpenEvidence DeepConsult is an AI agent purpose-built for physicians to transform clinical decision-making using AI.
Vici.bio provides an AI agent for computational biology that searches papers, designs reproducible workflows, and executes them on its platform, enabling users to go from idea to results quickly.
SuperNinja's research agent browses the web, analyzes documents, cross-references sources, and compiles structured reports with verified citations for autonomous research.
CartAgent is an AI shopping assistant and commerce plugin for WooCommerce, featuring MCP, A2A, Stripe, and Coinbase integration for natural language checkout and product discovery.
An open-source agentic AI personal trainer built with Python, providing personalized fitness and health guidance.
Gemini is an AI assistant from Google offering features like Image Generation and Deep Research. It aims to enhance user capabilities through groundbreaking AI functionalities and personalization.
AI Agent that transforms survey data into actionable insights, saving time, ensuring accuracy, and identifying critical themes and sentiments.
Owkin's Specialized Biological AI Agent Pathology Explorer, launched with Anthropic's Claude, is designed for healthcare and life sciences.
An AI buddy that lives on your Mac, positioned next to the cursor, seeing your screen and listening when you talk. Acts as a helpful assistant for various tasks.
Work-aware AI assistant designed to remember and recall information related to work tasks and projects.
Mobile survey platform using AI to gather human insights, offering survey innovation and access to a proprietary audience. Provides 24/7 research support.
UpToDate Expert AI is a GenAI clinical reasoning tool grounded in evidence-based content, aiding case analysis and clinical question answering.
THEO Strategist is a positioning intelligence platform that analyzes and explains competitor brand positioning strategies, providing insights for brand strategists.
CartAgent is an AI shopping assistant and agent commerce plugin for WooCommerce, offering natural language checkout, product discovery, and integration with payment gateways.
Silurian AI develops foundation models focused on planetary-scale Earth systems. They provide tailored intelligence by building models that maximize the value of physical assets and infrastructure.
MedDeep AI delivers evidence-based answers to clinical questions, grounded in current guidelines and peer-reviewed research, providing clear citations for medical professionals.
UpAgents is an AI agent marketplace for real estate appraisers, automating property tax calculations and report generation for audit-ready results.
AI text-to-speech tool that converts academic papers and research journals into audio, designed to help users listen to complex documents.
Scales multilingual communication with AI translation agent solutions, automating workflows, improving accuracy, and integrating systems.
OpenEvidence is a medical AI partner of The New England Journal of Medicine, offering healthcare professionals answers grounded in peer-reviewed research from leading medical journals.
Agentic AI for personalized dietary recommendations, offering tailored meal plans, recipe suggestions, and grocery ordering integration to enhance user experience and healthcare accessibility.
Analyzes AI-to-AI influence and scores model interactions, providing insights into what drives model behavior and decision-making.
Copilot for financial institutions to accelerate and strengthen third-party diligence, modernizing compliance stacks without increasing headcount or costs.
Swifty is an AI-powered assistant designed to simplify business travel by automating itinerary planning, expense tracking, and ensuring policy compliance for professionals and teams.
Provides easy, quick, and budget-friendly legal help for consumers and lawyers, using AI-driven solutions for various legal needs.
Cassidy AI is a knowledge agent designed for marketing agencies to automate SEO research, including keyword discovery, clustering, and generating cited content briefs. It enables building AI agents that operate like a team.
RATOVATE TECHNOLOGIES develops AI platforms for personal fitness coaches, providing intelligent fitness assistants that adapt to training needs and personal objectives, with full control over pricing and branding.
NinjaTech's AI Research Agent performs web browsing, document analysis, source cross-referencing, and compiles structured reports with verified citations for quick or deep research.
AI shopping copilot browser extension offering product insights, price tracking, and comparisons for consumers and Shopify merchants.
Reprompt AI provides accurate global business data for KYB, risk screening, and location verification, powered by AI agents performing deep research.
Hermes Agent is an open-source, recursively improving personal AI agent with a native app for macOS, Windows, and Linux, developed by Nous Research.
Autonomous ML research agent focused on Markdown-only skills, enabling cross-model review loops, idea discovery, and experiment automation, compatible with various coding assistants.
Semantic Scholar is an AI-powered research tool that understands scientific literature to help researchers discover relevant papers, offering a public API for deeper integration.
A Generative AI Copilot platform for life sciences, aiming to accelerate R&D decision-making through agentic AI.
AI Personal Finance Assistant for managing tasks like email sorting, scheduling, drafting replies, meeting management, and note-taking, integrating with work tools.
Accelerate brand growth with AI agents for innovation and consumer research, enabling teams to identify trends, map whitespace, and launch products.
Voice and text translation service that supports multiple languages, enabling users to translate spoken words and written content.
Sahara AI provides an AI workforce for managing digital assets, offering research, execution, and portfolio management with zero custody and KYC, free to start.
AI software designed for legal professionals, assisting large law firms with tasks such as drafting legal documents, conducting research, and reviewing contracts. Aims to streamline due diligence and compliance.
OpenAlice is an open-source, self-hosted AI trading agent that reads markets, makes decisions, and trades autonomously with visible reasoning.
OpenClaw's AI Expense Tracking Assistant allows users to track expenses via messages, automatically categorizing spending and preparing reports.
An AI Meal Planner that creates personalized, balanced, and delicious meal plans based on user dietary needs and preferences, aiming to simplify healthy eating.
Google Research publishes papers and shares developments across a wide range of domains, with a strong focus on artificial intelligence and science research.
Copilot4Dating is an AI-powered dating assistant that helps users craft messages and improve their dating profiles, aiming to enhance online dating experiences with AI-generated suggestions.
An open-source, self-hosted AI trading agent with research, execution, and risk management capabilities, licensed under AGPL-3.0.
Konvu's AI agents investigate security alerts, verifying real exploitability with audit-ready evidence, focusing on exploitability over severity.
AI agents designed to automate repetitive, boring, or challenging tasks across sales, sourcing, coaching, travel planning, compliance, and hiring to boost efficiency.
Myfit-AI is an AI personal trainer providing personalized fitness and nutrition plans to help users achieve maximum results through tailored guidance.
An AI research agent that browses the web, analyzes documents, cross-references sources, and compiles structured reports with verified citations for quick facts and deep research.
Papers AI Assistant enhances research by analyzing, summarizing, and understanding scholarly articles. It functions as a reference manager for organizing, reading, and citing research.
OpenAI's speech recognition model that accurately transcribes audio into text across numerous languages, enabling voice data processing.
KΕkua by TRIPP is a personal AI wellness coach offering daily mental clarity and wellness support via text or call, without requiring an account.
Posh AI's Knowledge Assistant is an AI-powered service for the banking industry, designed to deliver human-like interactions and support as a teammate.
Noteweave provides Intelligent Research Machines that transform research into executable production plans, accelerating R&D by stress-testing methods and validating experiments.
AI agent for personal nutritionist, built on Taskade's platform for creating AI apps and automating workflows.
et al. is a YC Summer 2024 company providing a feed of insights extracted from user-specified sources using LLMs.
Veezoo's Agentic Analytics Engine empowers business users to confidently ask, understand, and act on data using AI and Knowledge Graphs.
Clodo is a Y Combinator-backed, planet-scale people search engine that provides deep customer qualification with intent scoring and automated research.
AI translator for calls, events, and streaming, providing real-time translation services.
Paperguide is an AI research assistant that provides research-backed answers, analyzes papers, streamlines literature reviews, manages references, and aids in document writing.
Vera Health provides evidence-based answers from over 60 million peer-reviewed medical papers, built by clinicians and AI researchers to improve patient outcomes.
Confluent provides a meal planning AI agent template to help users create personalized meal plans based on user preferences and requirements.
Alpha Research provides open-source knowledge bases for all of humanity.
Deep Research agent delivering multi-step research with verified citations and high accuracy, without throttling, starting from $19/mo.
Multi-chain crvUSD yield optimizer agent discovering yield opportunities across various DeFi protocols on Ethereum, Arbitrum, Optimism, and Fraxtal, providing real-time APY data and risk scoring.
Biomni is a general-purpose biomedical AI agent designed to automate biomedical research tasks.
ibl.ai offers an AI platform for retail and e-commerce, enabling the deployment of autonomous AI agents for operations, training, and customer intelligence with features like source code ownership and PCI DSS compliance.
V7 Go's AI agent automates earnings call analysis, extracting guidance and summarizing management commentary to help users cover more stocks efficiently without increasing headcount.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
Discovers product opportunities by analyzing Amplitude analytics, experiments, session replays, and customer feedback. Synthesizes evidence into prioritized insights.
Paper-to-Podcast transforms academic research papers into podcast episodes, automating the conversion of scholarly articles into accessible audio content.
Agency is a fast and minimal framework for building agent-integrated systems. It focuses on creating AI agents capable of general intelligence and interacting via APIs.
ThesisAI, accessible via Blink, is a SaaS platform empowering students and researchers with an AI assistant for academic tasks, including content creation and site management.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
Valyu provides a unified search API for AI agents, offering access to web, PubMed, SEC filings, clinical trials, patents, arXiv, and financial data.
AI agent for insurers to align portfolios with ESG goals, meet regulations, reduce risk, and drive sustainable growth using real-time insights.
Latent-Y is an autonomous AI agent developed by Latent Labs for large-scale drug design in the pharmaceutical and biotech industries.
Kathy, the AI Competitor Analyst, researches competitors to enable informed business decisions and help companies outpace the competition.
NVIDIA, a leader in AI and GPU technology, provides resources and API documentation related to AI computing, including terms found in their glossary.
Commerce intelligence for AI agents, designed to diagnose customer drop-offs, fix checkout flows, optimize pricing, and reduce churn using behavioral science principles.
Google AI is dedicated to advancing artificial intelligence research to make AI helpful for everyone. They focus on developing and applying AI technologies across various domains.
Open-source AI research agent that reads papers, searches the web, writes drafts, runs experiments, and cites claims locally on your computer.
AI-powered web scraping, deep research, summarization, and screenshot services, with pay-per-request payment via USDC.
Nebius announces an agreement to acquire Tavily, aiming to integrate Tavily's agentic search capabilities into Nebius's cloud platform for AI development.
A multi-agent framework for oilfield carbon emission data analysis, integrating data access, dual RAG, and a Planner-Executor workflow for natural-language interaction, automated report generation, and visualization.
ERI Economic Research Institute focuses on economic research and analysis.
SciAgent-Skills is a GitHub repository containing life sciences computational skills for scientific AI agents.
AI FX Sales Agent by V7 Go automates FX client briefings by synthesizing currency research, geopolitical news, and market analysis into personalized morning updates.
Automatic.co provides a research report on Agentic AI for the Energy & Utilities Market, highlighting a shift in how work gets done.
AI-powered water management solution for the Limpopo River Basin, developed by the International Water Management Institute (IWMI), a global research organization addressing water challenges in developing countries.
Sensa Copilot enhances investigator productivity by 70% using generative AI for AML, fraud prevention, and financial crime investigations.
Market Agents delivers synchronized intelligence through specialized AI agents collaborating to produce clear, confident, and actionable market insights.
Tars by HelloTars is an AI agent designed for booking pet care appointments, collecting pet details and service preferences, and scheduling visits 24/7.
This paper addresses the challenge SOCs face in efficiently triaging phishing emails while maintaining robust protection, focusing on randomized controlled trials.
Prana Health offers a free AI doctor consultation service providing instant health answers and personalized guidance 24/7, with options to connect with licensed physicians.
ScholarAI is an AI research assistant for students, developers, and clinical teams that summarizes academic papers, generates citations, and creates study guides.
