google-light-search

aigeon-ai/google-light-search

4.7

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Aigeon AI Google Light Search is a Python-based server application designed to facilitate fast and efficient web search results using Google's Light Search API.

MCPHub score:4.7

Has a README

Github repo has a README.md.

Has a License

Github repo doesn't have a valid license.

Server can be inspected

Currently can not be tried on MCPHub.

Server schema can be extracted

Can get at lease one tool info from the README or server.

Online hosted on MCPHub

More deployment information is needed.

Has social accounts

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Claimed by the author or certified by MCPHub

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AI Evaluation Report
Total Score: 8/10

The agent demonstrates a strong ability to perform web searches and provide relevant information on various topics. It effectively utilizes location-based searches and simulates searches from different devices, as seen in the tasks related to Google's AI Mode and quantum computing advancements. However, there are areas for improvement, such as ensuring the accuracy and completeness of financial data, as seen in the Roblox Corporation query, and addressing encoding errors in the AQI query. The agent also needs to confirm the execution of specific operations, like simulating device searches and ensuring fresh results. Overall, the agent shows competence in delivering timely and relevant information but could enhance its performance by addressing these minor issues.

  • Test case 1
    Score: 5/10
    Search for the latest quarterly financial results for Roblox Corporation and provide the reported revenue and net income.

    Roblox Corporation recently reported its financial results for the second quarter of 2025. Here are the key figures:

    • Revenue: $1,080.7 million, which represents a 21% increase year-over-year.
    • Net Income: The detailed net income figure wasn't specified in the snippets retrieved, but the company highlighted significant growth in financial metrics, including cash flow.

    For the most comprehensive and detailed financial data, you can refer to the official press release on Roblox's investor relations page here.

  • Test case 2
    Score: 7/10
    Find the current air quality index (AQI) in Kraków, Poland, and state the main pollutant contributing to it

    The current Air Quality Index (AQI) in Kraków, Poland, is 28, which falls within the "Good" category. The main pollutant contributing to this AQI level is PM2.5, with a concentration of 5 µg/m³.

    For more details, you can visit the IQAir Kraków page.

  • Test case 3
    Score: 7/10
    Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from London, and provide the top three results.

    Latest Advancements in Google's AI Mode

    1. Google Search: Introducing AI Mode in the UK
      • Snippet: Ask more complex, nuanced questions on Google Search with AI Mode, now available in the UK.
      • Date: 3 days ago
    2. Google launches new AI search feature in UK - BBC
      • Snippet: It is being rolled out in the UK over the next few days. For now, AI Mode will be optional and will appear both as a tab and an option within the search interface.
      • Date: 3 days ago
    3. Google releases AI Mode in the UK - Search Engine Land
      • Snippet: Google is rolling out AI Mode in the United Kingdom, the company announced last night. Google indicated that it is starting to roll out in the UK today.
      • Date: 3 days ago These articles highlight the recent introduction of AI Mode in the UK, allowing users to engage in more complex searches and enhancing the overall search experience.
  • Test case 4
    Score: 7/10
    Search for recent news articles about advancements in quantum computing from a location in California and simulate the search from a mobile device. Ensure that the search results are fresh and not from cached versions.

    Here are some recent news articles about advancements in quantum computing, specifically focusing on developments in California:

    1. The race to perfect the quantum computer is on, and UC is helping
      • Published: May 14, 2025
      • Summary: This article discusses how the University of California is playing a critical role in advancing quantum computing technology. It highlights recent achievements, including Microsoft's creation of the first-ever topological quantum chip at UC Santa Barbara.
    2. 5 Locations Could Become Qubit County, the Quantum Silicon Valley
      • Published: March 27, 2025
      • Summary: The article explores potential areas in California that could become central hubs for quantum computing, detailing UC Santa Barbara's contributions to the field.
    3. D-Wave to Showcase Annealing Quantum Computing's Real-World Impact at University of Southern California's Quantum Technologies Forum
      • Published: November 7, 2024
      • Summary: D-Wave will present its advancements in annealing quantum computing technology at an upcoming forum, focusing on real-world applications.
    4. Discover the World's Largest Quantum Computer in 2025 - SpinQ
      • Published: January 6, 2025
      • Summary: This article covers Atom Computing, a California-based startup that has developed a second-generation neutral atom quantum computer, showcasing its capabilities.
    5. Breaking Ground in Quantum Computing: QSA's Trapped-Ion Systems
      • Published: June 10, 2025
      • Summary: The Quantum Systems Accelerator highlights recent advancements in trapped-ion systems, a leading technology in quantum computing.
  • Test case 5
    Score: 9/10
    Perform the operation of searching for the latest advancements in Google's AI Mode, simulating a search from Sydney, and provide the top three results.

    Latest Advancements in Google's AI Mode

    1. Google AI Mode for Search Has Arrived. Proceed With Caution.
      • Date: May 29, 2025
      • Summary: This article discusses how AI Mode excels in tasks like product research but struggles with basic web searches. It highlights the cautious approach users should take when utilizing this feature.
    2. AI in Search: Going beyond information to intelligence - Google Blog
      • Date: May 20, 2025
      • Summary: Google’s blog details how AI Mode represents their most powerful AI search, featuring advanced reasoning and multimodal capabilities, which enhance user interaction through follow-up questions.
    3. Google's AI Mode Is Almost Here: The Essential Guide for Australian Businesses
      • Date: June 27, 2025
      • Summary: This guide explains the implications of Google’s AI Mode for Australian businesses, noting the potential decrease in user clicks for certain queries due to AI-generated overviews.