tavily-ai/tavily-mcp

AI Evaluation Report

Total Score: 8/10

The agent demonstrates strong capabilities in web search, content extraction, crawling, and mapping. It effectively identified and summarized recent news stories about space exploration, showcasing its ability to gather current information. The agent successfully crawled the Microsoft Careers page to list job openings, demonstrating its proficiency in web crawling tasks. Its ability to find and summarize detailed guides on building a PC highlights its content extraction skills. Additionally, the agent adeptly excluded undesired sources while searching for research papers on tourism in Italy. However, the agent sometimes includes minor encoding issues in URLs or text, which could affect readability. Overall, the agent's performance is impressive, with only minor areas for improvement.

• Test case 1

  Score: 8/10

  What have been the most significant news stories about space exploration in the past month?

  Here are some of the most significant news stories about space exploration from the past month:

  1. SpaceX Crew-10 Returns to Earth

     • Summary: The SpaceX Crew-10 mission marked a historic splashdown off the U.S. West Coast, a first for SpaceX's commercial crew program. This mission highlighted international collaboration as astronauts from NASA, JAXA, and Russia's Roscosmos worked together aboard the International Space Station (ISS) for nearly five months.
     • Link: Read more

  2. James Webb Telescope's Groundbreaking Discovery

     • Summary: A study using the James Webb Space Telescope (JWST) suggested that our universe might be located within a massive black hole. This hypothesis challenges previous understandings of cosmic principles, raising profound questions about galactic rotations and the nature of the universe.
     • Link: Read more

  3. Revolutionary Method to Probe the Edge of Space

     • Summary: Scientists unveiled a new method to explore the mesosphere, an elusive atmospheric layer. This approach uses a lightweight, sunlight-powered device that could aid in future space exploration missions, including to Mars.
     • Link: Read more

  4. James Webb Telescope Captures Rare 5-Galaxy Collision

     • Summary: The JWST captured images of an exceptionally rare event in the early universe where five galaxies are merging within a large halo. This discovery provides insights into the formation and evolution of galaxies.
     • Link: Read more

  5. NASA's Artemis Lunar Vehicle Instruments Ready

     • Summary: NASA announced that groundbreaking instruments for the Artemis lunar vehicle are ready to launch. These instruments are expected to enhance lunar exploration capabilities and support future missions to the Moon and beyond.
     • Link: Read more

  These stories reflect ongoing advancements in space exploration, showcasing both human missions and significant scientific discoveries.

• Test case 2

  Score: 7/10

  Crawl the 'Careers' page of the Microsoft website and list all the available job openings for a 'Product Manager' in the United States.

  Here are the available job openings for a Product Manager in the United States at Microsoft:

  1. Product Manager II - Azure Storage

     • Location: Multiple Locations, United States
     • Remote Work: Up to 100% work from home
     • Description: Involves building Azure as the world’s computer, focusing on core services like Compute, Networking, and Storage.

  2. Senior Product Manager

     • Location: Redmond, Washington, United States
     • Remote Work: Up to 50% work from home
     • Description: Responsibilities include defining product vision, strategy, and managing end-to-end product development.

  3. Product Manager, AI

     • Location: Mountain View, California, United States
     • Description: Involves working on AI-related products, focusing on user needs and product requirements.

  4. Principal Product Manager – Consumer Copilot, Productivity

     • Location: Mountain View, California, United States
     • Description: Focus on pioneering new use cases of AI in productivity tools, responsible for managing product requirements and development.

  5. Senior Product Manager - One Soc

     • Location: Herzliya, Tel Aviv, Israel (Note: This is outside the U.S., included for completeness)
     • Remote Work: Up to 50% work from home
     • Description: Focus on cybersecurity innovation.

  Additional Information:

  • For more details and to apply, you can visit the Microsoft Careers page.
  • The job openings include a variety of roles in product management, encompassing different projects and teams within Microsoft, providing opportunities to engage in innovative product development.

  If you need further assistance or more specific details, feel free to ask!

• Test case 3

  Score: 9/10

  Find the official website for the Python programming language, then crawl its documentation section to find information about the 'asyncio' library.

  Official Python Website

  The official website for the Python programming language is Python.org.

  Information about the asyncio Library

  The asyncio library is a key component in Python for writing concurrent code using the async and await syntax. Below are some important details gathered from the Python documentation regarding asyncio:

  1. Overview of asyncio:

     • asyncio is designed for writing concurrent code using the async/await syntax.
     • It serves as a foundation for multiple asynchronous frameworks in Python, supporting high-performance network servers, database connection libraries, and distributed task queues.
     • It is especially suitable for I/O-bound and high-level structured network code.

     Documentation Link: asyncio — Asynchronous I/O

  2. High-Level APIs:

     • The library provides a set of high-level APIs to manage event loops, which are essential for asynchronous programming.
     • It includes functions for networking, running subprocesses, and handling OS signals.

  3. Common Mistakes:

     • The documentation outlines common pitfalls in asynchronous programming and provides guidance on how to avoid them.

     Documentation Link: Developing with asyncio

  4. Running Asyncio Code:

     • The library offers utilities to run asyncio programs, create tasks, and manage multiple asynchronous operations concurrently.

     Documentation Link: Runners in asyncio

  5. Coroutines and Tasks:

     • The library includes APIs to work with coroutines and tasks, which are fundamental elements in asynchronous programming.

     Documentation Link: Coroutines and Tasks

  Summary

  asyncio is a powerful library in Python that allows developers to write concurrent applications using modern syntax and practices. For further details and examples, you can explore the links provided above.

• Test case 4

  Score: 6/10

  Perform an advanced search to find the top 5 guides on how to build a PC, and then extract their full content.

  Here are the top five guides on how to build a PC, extracted from reputable sources. Each guide provides detailed instructions, components needed, and tips for a successful build.

  1. A Step-By-Step Beginners Guide to Building a PC

  • Source: Crucial.com
  • Overview:
    • This guide breaks down the PC building process into manageable steps, starting from understanding your needs to selecting components and assembling them.
    • Key Components:
      • PC Case, Motherboard, CPU, Cooling System, Memory (RAM), Storage (SSD/HDD), Power Supply Unit (PSU), and Graphics Processing Unit (GPU).
    • Highlights:
      • Cost-effective options for different performance needs.
      • Importance of choosing compatible components.
      • Step-by-step instructions for assembling the PC.

  2. How to Build a PC: The Ultimate Beginner's Guide

  • Source: PCMag
  • Overview:
    • A comprehensive guide aimed at first-time builders who are looking to assemble a desktop PC.
    • Key Components:
      • Detailed discussions on CPU, motherboard, RAM, storage, cooling systems, and more.
    • Highlights:
      • Emphasis on choosing the right tools, understanding component compatibility, and troubleshooting common issues.
      • Includes practical tips for using tools and managing cables for a clean build.

  3. How to Build a PC - Full Detailed Build Guide (2025)

  • Source: YouTube - TechSource
  • Overview:
    • This YouTube video provides a visual and in-depth approach to building a PC, covering everything from part installation to software setup.
    • Key Components:
      • Step-by-step visuals for installing CPU, RAM, storage, and more.
    • Highlights:
      • Comprehensive timestamps for easy navigation.
      • Tips for optimizing system performance post-build.

  4. How To Build a Gaming PC in 2025 - Step-By-Step Guide

  • Source: YouTube - Paul's Hardware
  • Overview:
    • This guide focuses on building a gaming PC with an emphasis on current trends and hardware compatibility.
    • Key Components:
      • Detailed parts list with links to recommended components.
    • Highlights:
      • Covers specific gaming needs and how to choose parts based on usage.
      • Discusses budget considerations and future-proofing your build.

  5. How to Build a PC, the Last Guide You'll Ever Need! (2024 Update)

  • Source: YouTube - Linus Tech Tips
  • Overview:
    • This extensive guide aims to equip viewers with the knowledge to build any PC, focusing on the latest technology and trends.
    • Key Components:
      • Thorough explanations of each part's functionality and selection criteria.
    • Highlights:
      • Covers a range of topics from budgeting to component choices, making it suitable for both beginners and experienced builders.
      • Includes troubleshooting tips for common issues.

  These guides offer a variety of perspectives and methods for building PCs, making them suitable for beginners and those looking to enhance their building skills. You can refer to each link for full content and additional resources.

• Test case 5

  Score: 9/10

  Find me research papers on the economic impact of tourism in Italy, but exclude any results from YouTube.?

  Here are some research papers and articles on the economic impact of tourism in Italy, excluding any results from YouTube:

  1. Travel & Tourism Injected €215BN into Italy's Economy - WTTC

     • URL: WTTC Report
     • Summary: This report highlights that Italy’s Travel & Tourism sector contributed €215 billion, representing 10.5% of the country’s total economic output, and forecasts growth in GDP contribution and job creation.

  2. Tourism in Italy - Tourism Teacher

     • URL: Tourism Teacher
     • Summary: Discusses the significant role of tourism in Italy’s GDP, employment, and regional development, noting a direct contribution of 13.1% to GDP in 2019.

  3. Tourism in Italy in a Changing World - CMCC Foundation

     • URL: CMCC Article
     • Summary: Examines the tourism sector’s impact on Italy's economy, emphasizing its contribution to GDP and job creation, as well as the challenges posed by climate change.

  4. Tourism and Local Growth in Italy: Regional Studies

     • URL: Regional Studies
     • Summary: An econometric study estimating the impact of foreign tourist spending on value-added growth in Italian provinces.

  5. Tourism Development and Italian Economic Growth

     • URL: MDPI Study
     • Summary: Investigates the relationship between economic growth and the tourism sector in Italy.

  6. Strengthening the Tourism Statistics and Data System in Italy (OECD)

     • URL: OECD PDF
     • Summary: Focuses on enhancing tourism statistics and evidence-based decision-making in Italy.

  7. The Business of Tourism in Italy: Analysis and Outlook

     • URL: Rome Business School
     • Summary: Discusses the economic significance of tourism, predicting substantial growth in tourism-related revenue and its contributions to GDP.

  8. Promoting the Digitalisation of the Tourism Ecosystem in Italy (OECD)

     • URL: OECD Digitalisation Report
     • Summary: Analyzes the impacts of digitalization on the tourism sector in Italy.

  9. Travels and Sustainable Tourism in Italy: Selected Dilemmas

     • URL: ResearchGate Article
     • Summary: Examines the relationship between tourism, employment, spending, and GDP in Italy.

  These resources should provide a comprehensive overview of the economic impact of tourism in Italy from various perspectives.