realtime_websearch
realtime_websearch is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of realtime_websearch and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
Aigeon AI Real-Time Web Search is a Python-based server application designed to provide real-time organic search results from across the web.
EvaluationTotal Score: 7/10
Evaluation Summary of the Agent's Performance
- Strengths:
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- Accuracy/Correctness:
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- The agent generally provides accurate and relevant information across various topics, including technological advancements, political events, weather forecasts, and scientific developments.
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- Completeness:
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- The responses often cover a broad range of subtopics within the main query, offering a comprehensive overview of the subject matter.
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- Usefulness/Clarity:
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- The information is well-organized and clearly presented, making it easy for users to understand and utilize the provided data.
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- Adaptability:
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- The agent demonstrates adaptability by attempting alternative methods when initial searches fail, such as switching from batch to individual searches.
- Weaknesses:
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- Consistency with Claimed Capabilities:
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- The agent claims to perform real-time web searches, but some information appears outdated or speculative, indicating a lack of access to the most recent data.
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- Timeliness:
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- There are instances where the agent provides information that is not the most current, which is crucial for real-time queries like weather forecasts and recent news.
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- Source Accessibility:
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- Some provided links do not lead directly to the referenced content, which can hinder the user's ability to verify and explore further.
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- Strict Adherence to Time Frame:
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- The agent occasionally includes information outside the specified time frame, affecting the relevance of the response.
- Suggestions for Improvement:
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- Ensure access to the most up-to-date information, especially for real-time searches.
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- Verify the accessibility and accuracy of external links provided.
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- Adhere strictly to specified time frames for queries requiring recent data.
- Final Score: Considering the strengths and weaknesses, the agent demonstrates a solid performance but has room for improvement in real-time data accuracy and source verification. Therefore, a score of 7 out of 10 is assigned.
Test case 1
Score: 6/10Can you perform a real-time web search to find the latest news on the recent technological advancements in renewable energy as of July 2025?Here are some of the latest news articles and insights on technological advancements in renewable energy as of July 2025:
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2025 Renewable Energy Industry Outlook | Deloitte Insights
Discusses predictions for green hydrogen, long-duration energy storage, and advanced solar cell technology. -
Innovation in Renewable Energy: Developments Expected in 2025 - RatedPower
Highlights advancements such as perovskite solar cells and green hydrogen technologies. -
Renewables - Energy System - IEA
Reports that renewables-based electricity generation is expected to surpass coal-fired generation. -
Top 10 Renewable Energy Trends in 2025 | StartUs Insights
Explores trends like AI-enhanced grid management and next-gen battery storage. -
Earth Day 2025 - Four Pivotal Trends in Renewable Energy Technology - Marks & Clerk
Discusses the role of industrial policy and the growing importance of AI in energy consumption. -
Energy Tech's Biggest Shifts: The Top 10 Breakthroughs - Environment+Energy Leader
Highlights a record expansion of battery storage capacity expected in 2025. -
Global Renewable Energy Developments (MayâJune 2025) - TS2 Space
Focuses on advances in solar technology that promise to boost efficiency. -
The Future of Renewable Energy: Innovations and Challenges - New America Media
Discusses the evolution of wind energy and the development of larger, more efficient turbines. -
The Energy Transition in 2025: What to Watch For - RMI
Reports on the growth of solar additions and the increase in electric vehicle sales. -
Global Electricity Review 2025 - Ember
Explores how solar power has become central to the global energy transition.
These articles provide a comprehensive overview of the advancements and trends shaping the renewable energy sector in 2025. If you need more information or specific details from any of these sources, feel free to ask!
The agent provides a list of articles that discuss various technological advancements in renewable energy, such as perovskite solar cells, green hydrogen, and AI-enhanced grid management.
The response includes multiple sources covering a range of topics within renewable energy advancements, offering a broad perspective.
The response is well-organized, with each article briefly summarized, making it easy for the user to identify relevant information.
The agent claims to perform real-time web searches; however, the provided articles are from sources dated before July 2025, with some as early as 2022. This indicates that the agent may not have accessed the most recent information available as of July 2025.
Given that the current date is July 3, 2025, the agent's response lacks the latest developments in renewable energy. For instance, recent advancements in geothermal energy and perovskite tandem cell technology have been reported in April and November 2024, respectively. (ft.com, axios.com)
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Test case 2
Score: 3/10Can you perform a batch search to compare the top three smartphone models released in the first half of 2025, focusing on their specifications, customer reviews, and pricing?It seems that the batch search did not return any results. Instead of using a batch search, I'll perform individual searches for the top three smartphone models released in the first half of 2025 to gather information on their specifications, customer reviews, and pricing.
First, let me find out which smartphones were released in that timeframe. I'll start with a search for the top smartphone models of 2025. Please hold on for a moment.
I'll proceed with that search now.
The agent acknowledges the failure of the batch search and proactively decides to perform individual searches for the top three smartphone models released in the first half of 2025. This demonstrates adaptability and a commitment to fulfilling the user's request despite initial technical difficulties.
The agent's response lacks specific information about the top three smartphone models released in the first half of 2025. Instead, it provides a general statement about initiating a search, which does not directly answer the user's question.
The response does not include any details on the specifications, customer reviews, or pricing of the top three smartphone models, leaving the user's request unfulfilled.
The response is vague and does not provide any actionable information or insights that the user can utilize.
Test case 3
Score: 7/10Can you provide a summary of the key political events that have occurred globally in the past three months, focusing on changes in leadership and major policy shifts?Here are some key political events that have occurred globally over the past three months, focusing on leadership changes and significant policy shifts:
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Bulgaria Adopts the Euro: On July 1, 2025, Bulgaria is expected to adopt the euro, making it the 21st member state of the Eurozone. This move is seen as a significant step in Bulgaria's integration into the European Union.
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Maduro's Early Elections in Venezuela: In April 2025, the Maduro regime in Venezuela called for early regional elections aimed at consolidating its power and dividing the opposition. This decision has raised concerns about the state of democracy in Venezuela.
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BRICS+ Summit in Brazil: Scheduled for July 6-7, 2025, Brazil will host the BRICS+ Summit, which brings together leaders from Brazil, Russia, India, China, and South Africa, along with additional countries. This summit is anticipated to address significant geopolitical and economic issues.
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Political Fragmentation in Europe: As of mid-2025, Europe faces increasing political fragmentation and challenges, which may mark it as one of the most perilous years of the century thus far. This includes rising populism and economic pressures across the continent.
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Global Health and Climate Conferences: Various international conferences focusing on health and climate change are scheduled throughout 2025. These events are crucial for addressing global challenges, especially in the context of post-pandemic recovery and environmental sustainability.
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Kenyan Forces in Conflict: In June 2025, Kenya's military began operations in conflict regions, reflecting a shift in its foreign policy and military engagement in the region.
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International Monetary Fund (IMF) and World Bank Meetings: The Spring Meetings of the IMF and World Bank took place in April 2025, where global economic strategies and financial policies were discussed, especially in light of the ongoing economic challenges.
These events reflect a dynamic global political landscape with significant implications for international relations, economic stability, and governance. For further details, you can explore the sources listed in the results.
The agent provides a list of political events that have occurred globally over the past three months, focusing on leadership changes and significant policy shifts. The events mentioned are generally accurate and correspond to real-world occurrences.
The response covers a range of events across different regions, including Europe, South America, and Africa, providing a broad perspective on global political developments.
The response is well-organized, with each event clearly delineated and briefly summarized, making it easy for the user to understand the key points.
The agent claims to perform real-time web searches; however, some of the information provided appears to be outdated or speculative. For instance, the statement "Bulgaria is expected to adopt the euro on July 1, 2025" is presented as a future event, whereas the current date is July 3, 2025. This indicates that the agent may not have accessed the most recent information available.
Given that the current date is July 3, 2025, the agent's response lacks the latest developments in some areas. For example, the BRICS+ Summit scheduled for July 6-7, 2025, is mentioned as an upcoming event, but there is no information on whether it has commenced or any preliminary outcomes.
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Test case 4
Score: 7/10Can you perform a real-time web search to find the current weather conditions and a 7-day forecast for Tokyo, Japan, and summarize the key details?Current Weather in Tokyo, Japan
- Temperature: Approximately 89°F (32°C)
- Conditions: Partly sunny with a RealFeel® of 100°F (38°C).
- Humidity: Around 57% with a slight chance of precipitation (about 13%).
- Wind: South at 12 mph.
For more details, you can check out the AccuWeather Current Weather.
7-Day Weather Forecast for Tokyo, Japan
- July 3: High of 89°F (32°C), low of 76°F (24°C). Partly sunny and hot.
- July 4: High of 92°F (33°C), low of 75°F (24°C). Overcast.
- July 5: High of 91°F (33°C), low of 76°F (24°C). Broken clouds.
- July 6: High of 90°F (32°C), low of 75°F (24°C). Thunderstorms likely.
- July 7: High of 89°F (32°C), low of 76°F (24°C). Mostly sunny.
- July 8: High of 90°F (32°C), low of 76°F (24°C). Partly cloudy.
- July 9: High of 91°F (33°C), low of 77°F (25°C). Sunny.
For further details, you can view the full forecast on The Weather Channel.
Summary
Tokyo is currently experiencing warm and humid weather. The next week will continue with high temperatures, with some chances of thunderstorms towards the weekend. Ensure to stay hydrated and check for updates on weather conditions if you're planning any outdoor activities!
The agent provides current weather conditions and a 7-day forecast for Tokyo, Japan, as of July 3, 2025. The information includes temperature, weather conditions, humidity, wind, and precipitation probabilities, which are generally accurate.
The response covers both current weather conditions and a detailed 7-day forecast, offering a comprehensive overview of the weather in Tokyo.
The information is well-organized and clearly presented, making it easy for the user to understand the weather conditions and plan accordingly.
The agent claims to perform real-time web searches; however, some of the data provided appears to be outdated or inconsistent. For example, the current temperature is listed as approximately 89°F (32°C), while the AccuWeather source indicates it is 88°F (31°C). Additionally, the forecasted high for July 3 is 91°F (33°C) according to AccuWeather, but the agent lists it as 89°F (32°C). These discrepancies suggest that the agent may not be accessing the most up-to-date information available.
Given that the current date is July 3, 2025, the agent's response should reflect the most recent weather data. Some of the information provided appears to be slightly outdated or inconsistent with real-time data.
Test case 5
Score: 7/10Can you perform a batch search to find the latest advancements in artificial intelligence, biotechnology, and space exploration that have been reported in the last two weeks, and summarize the key findings?Here are the latest advancements reported in the fields of artificial intelligence, biotechnology, and space exploration over the past two weeks:
1. Artificial Intelligence
- AI Robot Plays Badminton: A quadruped robot developed in China can play badminton with humans, reacting in real-time to shots. Read more.
- Amazon's AI Innovations: Amazon has deployed over 1 million robots, enhancing delivery accuracy and product demand prediction through advanced AI technologies. Read more.
- Generative AI in Robotics: MIT researchers are using generative AI to improve the jumping capabilities of robots, aiming for safer landings. Read more.
- AI and Carbon Emissions: A recent study indicates that AI could significantly reduce global carbon emissions. Read more.
- Robotic Skin Development: Researchers have created a new type of robotic skin that mimics human touch more closely. Read more.
2. Biotechnology
- Nanovaccine for Cancer: A new nanovaccine has been developed for cancer immunotherapy, showcasing advancements in biocompatible chemistry. Read more.
- CAR-T Therapy Advances: Research into CAR-T therapy is expanding into autoimmune diseases, highlighting innovative treatment possibilities. Read more.
- Bioplastic Shelters for Mars: New research explores bioplastic shelters designed to support algae growth in Mars-like conditions. Read more.
- Bees and Robotics: Discoveries about bees' efficient learning could influence AI and robotics development. Read more.
- Gene Therapy Innovations: New advancements in gene therapy are emerging, with a focus on treatments for obesity and other conditions. Read more.
3. Space Exploration
- Largest Universe Map: An international team unveiled the largest and most detailed map of the universe, created using the James Webb Space Telescope. Read more.
- Moon Mining Developments: Research suggests that moon mining is approaching reality, prompting discussions about global regulations for space resource extraction. Read more.
- AI in Space Exploration: NASA is employing artificial intelligence to analyze vast amounts of space data, leading to unprecedented discoveries. Read more.
- SpaceX Launches Weather Satellite: SpaceX successfully launched a European weather satellite, showcasing advancements in space technology. Read more.
- Electric Propulsion Systems: Innovations in electric propulsion are paving the way for a new era of space exploration, enhancing spacecraft capabilities. Read more.
These summaries reflect the most notable developments across these three dynamic fields in the last two weeks. If you need further details on any specific topic, feel free to ask!
The agent provides a comprehensive list of recent advancements in artificial intelligence, biotechnology, and space exploration, with each entry accompanied by a brief summary and a link to the source. The information appears to be accurate and relevant to the specified time frame.
The response covers multiple developments across the three specified fields, offering a broad overview of recent advancements. This includes technological innovations, research breakthroughs, and significant events.
The information is well-organized, with clear headings for each field and concise summaries for each advancement. This structure makes it easy for the user to navigate and understand the key points.
The agent claims to perform batch searches to gather information. However, some of the sources provided are not directly accessible or do not lead to the specific articles mentioned. For example, the link to Crescendo.ai's news page does not display the referenced content, and the link to MIT News leads to a general page without the specific article on generative AI in robotics. This inconsistency suggests that the agent may not have verified the accessibility of the sources provided.
While the agent aims to provide information from the last two weeks, some of the referenced articles are dated earlier. For instance, the Crescendo.ai article is from June 21, 2025, which is within the specified time frame, but the MIT News article on generative AI in robotics is from June 27, 2025, which is slightly outside the two-week window as of July 2, 2025. This indicates a slight deviation from the specified recency.