brightdata-mcp

Evaluation

Total Score: 6/10

Evaluation Summary of the Agent's Performance

• Strengths:
• 1. Consistency with Claimed Capabilities:
• • The agent demonstrates its ability to perform web scraping and data extraction in some instances, such as retrieving news articles from Reuters and Google News.
• 2. Usefulness / Clarity:
• • The agent provides clear and concise summaries of news articles, with direct links for further reading, enhancing the utility of its responses.
• 3. Alternative Solutions:
• • When unable to retrieve specific data, the agent suggests alternative platforms or methods for users to find the desired information.
• Weaknesses:
• 1. Accuracy/Correctness:
• • The agent sometimes provides outdated or incorrect information, as seen in the Amazon bestseller list task.
• 2. Completeness:
• • The agent fails to deliver complete responses in some cases, such as retrieving financial news from Yahoo Finance and trending topics from Twitter.
• 3. Timeliness:
• • The agent does not always include publication dates in its responses, which could enhance the perceived recency and relevance of the information.
• 4. Error Handling:
• • The agent lacks robust error handling mechanisms to manage situations where data retrieval fails, resulting in incomplete responses without alternative solutions.
• Suggestions for Improvement:
• • Enhance data retrieval capabilities to access real-time information from social media platforms and other sources.
• • Regularly update scraping mechanisms to adapt to changes in website structures and ensure the most current data is retrieved.
• • Implement error handling and provide alternative solutions or explanations when data retrieval fails.
• Final Score:
• Given the strengths and weaknesses observed, the agent receives a score of 6 out of 10.

• Test case 1

  Score: 4/10

  Can you scrape the latest top 5 bestselling products in the electronics category from Amazon and provide their names, prices, and customer ratings?

  To find the latest top 5 bestselling products in the electronics category on Amazon, I will perform a search on Amazon and extract the relevant information such as product names, prices, and customer ratings. Let's start by searching for the top-selling electronics products on Amazon. Here are the top 5 bestselling products in the electronics category on Amazon, along with their names, prices, and customer ratings:

  1. John N. Hansen 20Q Classic Electronic Guessing Game

     • Price: $22.80
     • Rating: 3.8 (369 ratings)

  2. IF Children's Electronic Dictionary Bookmark

     • Price: $27.89
     • Rating: 4.0 (202 ratings)

  3. Encyclopedia of Electronic Circuits, Volume 7

     • Price: $42.91
     • Rating: 4.4 (57 ratings)

  4. iFixit Pro Tech Go Toolkit - Portable Electronics Repair Set

     • Price: $49.95
     • Rating: 4.7 (254 ratings)

  5. TC Electronic POLYTUNE 3 Ultra-Compact Polyphonic Tuner

     • Price: $63.90
     • Rating: 4.7 (1951 ratings)

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

  1. The agent demonstrates its ability to perform web scraping and data extraction by retrieving product information from Amazon.

  1. The products listed in the agent's response do not align with the current top 5 bestselling electronics on Amazon as of July 3, 2025. For instance, the agent lists the "John N. Hansen 20Q Classic Electronic Guessing Game" as the top seller, whereas the actual top product is the "Apple AirTag 4 Pack." (amazon.com)

  2. The agent's response lacks the most up-to-date information. The current top 5 bestselling electronics on Amazon are:

  3. The provided information is outdated and may mislead users seeking current product trends.

• Test case 2

  Score: 9/10

  Can you gather the latest news articles related to renewable energy developments from Reuters and provide a summary of the top 3 stories as of today?

  Here are the summaries of the top three latest articles related to renewable energy developments from Reuters:

  1. Senate Bill Complicates Renewable Energy Projects

  • Date: July 1, 2025
  • Summary: The U.S. Senate's recently passed budget bill complicates the development of wind and solar energy projects. Although a proposed tax on solar and wind projects was removed, the bill phases out renewable energy tax credits after 2026 for projects that haven't begun construction. Critics argue this could lead to higher utility bills and job losses in the renewable sector. The bill limits the availability of tax credits, which could hinder the country's ability to expand electricity capacity during a time of rising energy demand. Read more

  2. Trump's Budget Bill Boosts Fossil Fuels, Hits Renewable Energy

  • Date: July 2, 2025
  • Summary: The budget bill under discussion in the House aims to reduce tax credits for solar and wind power projects and focuses on boosting fossil fuel output. The legislation stipulates that projects must start service by late 2027 to access a 30% tax credit. Critics point out that the bill rescinds funding for climate initiatives and enhances support for oil, gas, and coal industries, which could undermine efforts to transition to renewable energy sources. Read more

  3. European Renewable Energy Companies' Shares Rise After US Senate Bill

  • Date: July 2, 2025
  • Summary: Shares in European renewable energy companies rose following the U.S. Senate's passage of a revised budget bill that is perceived to be more favorable for wind energy. The revised bill allows projects to utilize tax credits if they start construction before 2026. Analysts noted that this change provides better conditions for the wind industry and extends the U.S. renewable energy investment cycle into 2030, encouraging developers to secure credits. Read more

  These articles highlight the current tensions and developments in renewable energy policy in the United States, reflecting both challenges and opportunities in the sector.

  1. The agent accurately summarizes the key points of the three Reuters articles, providing relevant dates and concise overviews of the content.

  2. The response includes summaries of three significant articles related to renewable energy developments, covering legislative changes and their impacts on the sector.

  3. The agent demonstrates its ability to gather and synthesize information from reputable news sources, aligning with its stated capabilities.

  4. The summaries are clear, concise, and provide direct links to the full articles for further reading, enhancing the utility of the response.

  1. While the articles are recent, the agent could improve by explicitly stating the publication dates of each article to emphasize the timeliness of the information.

• Test case 3

  Score: 2/10

  Can you retrieve and summarize the top 3 most recent financial news articles related to Tesla from Yahoo Finance as of now?

  Failed to get an answer.

  1. The agent acknowledges its inability to retrieve and summarize the requested information, which aligns with its claimed capability to perform web scraping and data extraction.

  1. The response does not provide any information related to the user's query about Tesla's recent financial news.

  2. The agent fails to deliver any content addressing the user's request, resulting in an incomplete response.

  3. The response lacks clarity and usefulness, as it does not offer any alternative solutions or explanations for the failure to retrieve the information.

• Test case 4

  Score: 9/10

  Can you search for and summarize the latest developments in AI technology from Google News and provide a brief overview of three key stories as of now?

  Here are three key developments in AI technology from recent news:

  1. Google AI Updates (July 2025)

  Google has announced significant advancements in its AI capabilities during June 2025, including:

  • AI Mode: A new way to search using voice, allowing for interactive and real-time conversations with the search engine.
  • Gemini Models: The introduction of new AI models that enhance cost-efficiency and speed for users, enabling applications across various fields, including education and healthcare.
  • AlphaGenome: A new AI model designed to improve understanding of the human genome, facilitating scientific research and genetic studies.

  For more details, you can read the full article here.

  ---

  2. MIT's AI-Powered Robotic Design

  MIT researchers have utilized generative AI to design robots that can jump 41% higher than their traditionally engineered counterparts. This advancement is achieved through the use of diffusion models, which enhance the structural integrity and energy efficiency of the robots. The new design features curved linkages that allow for greater energy storage, reflecting a significant leap in robotic capabilities and potential applications in various industries.

  You can explore more about this innovative design here.

  ---

  3. AI-Engineered Paint for Energy Efficiency

  A collaborative research effort has led to the development of AI-enabled paint that can keep buildings 5°C to 20°C cooler than conventional paint. This paint is designed using machine learning to optimize its reflective properties and heat emission, potentially reducing energy consumption in urban settings and cutting air conditioning costs significantly. The study emphasizes the transformative impact of AI in materials science, enhancing the speed and efficiency of new material development.

  For more information, click here.

  ---

  These articles highlight the rapid advancements in AI technology and its applications in various fields, showcasing how AI is driving innovation and addressing contemporary challenges.

  1. The agent accurately summarizes recent developments in AI technology, including Google's AI updates, MIT's AI-powered robotic design, and AI-engineered paint for energy efficiency. The information aligns with current reports from reputable sources.

  2. The response covers three significant and diverse AI advancements, providing a well-rounded overview of recent developments in the field.

  3. The agent demonstrates its ability to search for and synthesize information from Google News, aligning with its stated capabilities in web scraping and data extraction.

  4. The summaries are clear, concise, and provide direct links to the full articles for further reading, enhancing the utility of the response.

  1. While the articles are recent, the agent could improve by explicitly stating the publication dates of each article to emphasize the timeliness of the information.

• Test case 5

  Score: 4/10

  Can you extract and summarize the current top 5 trending topics on Twitter related to climate change as of now?

  I couldn't find specific real-time trending topics on Twitter related to climate change directly. However, I recommend checking the Twitter platform itself or using trending topic websites like Trends24 to see the latest discussions related to climate change.

  If you're looking for specific themes or hashtags that are often trending in climate discussions, they might include:

  1. #ClimateAction - Posts advocating for immediate action on climate change.
  2. #ClimateEmergency - Discussions about the urgent need to combat climate change.
  3. #ClimateJustice - Conversations surrounding the social justice issues tied to climate change.
  4. #SustainableLiving - Focus on sustainable practices and lifestyles that contribute to combating climate change.
  5. #COP - References to the Conference of the Parties meetings that address climate change.

  For the most accurate and live updates, please consider visiting Twitter's own trending section or related news platforms. If you need more help or specific information, let me know!

  1. The agent provides a clear explanation of its limitations in accessing real-time trending topics on Twitter, which helps set user expectations appropriately.

  2. By suggesting alternative platforms like Twitter's own trending section and Trends24, the agent offers practical solutions for users to find the desired information.

  3. The agent lists commonly used hashtags related to climate change, such as #ClimateAction and #ClimateJustice, which can be useful for users interested in ongoing discussions.

  1. The agent's response lacks specific, current information about the top 5 trending topics on Twitter related to climate change as of July 3, 2025. This omission means the user does not receive the precise information requested.

  2. While the agent suggests alternative methods to find trending topics, it does not provide any current data or examples, leaving the user's query partially unanswered.

  3. The agent claims to perform web scraping and data extraction, including from social media platforms like Twitter. However, in this instance, it fails to utilize these capabilities to provide the requested information.