antvis/mcp-server-chart

AI Evaluation Report

Total Score: 8/10

The agent demonstrates a strong ability to generate various types of charts and visualizations, such as radar, dual axes, boxplot, and treemap charts. It effectively identifies the necessary tools and parameters for each task and provides links to the generated charts. However, there are some weaknesses, such as incomplete responses (e.g., omitting cities in the dual axes chart task) and a lack of detailed explanations or data sources for the generated charts. The agent also appropriately requests additional data when needed, showing a methodical approach to tasks requiring specific inputs. Overall, the agent performs well but could improve in providing more comprehensive responses and verifying link accessibility.

• Test case 1

  Score: 2/10

  Perform the operation of creating a Sankey Chart to visualize the flow of renewable energy sources (solar, wind, hydro, etc.) into different sectors (residential, commercial, industrial) in Germany for the year 2023. Use realistic data available from reputable sources such as the International Energy Agency (IEA) or similar organizations. Ensure the chart accurately reflects the energy distribution and flow between sources and sectors.

  None

• Test case 2

  Score: 4/10

  Perform the operation of generating a dual axes chart that displays the average monthly temperature and precipitation for New York City, Los Angeles, Chicago, Houston, and Miami. Use the left axis to represent temperature in degrees Fahrenheit and the right axis for precipitation in inches. Ensure that each city's data is clearly distinguishable, and provide the resulting chart.

  Here is the response to the input task: The dual axes chart displaying the average monthly temperature and precipitation for New York City has been successfully generated. You can view and download the chart using the following link: View the Dual Axes Chart Please let me know if you need further assistance!

• Test case 3

  Score: 8/10

  Perform the operation of generating a boxplot chart that compares the distribution of daily closing stock prices for Apple Inc. (AAPL), Microsoft Corp. (MSFT), Amazon.com Inc. (AMZN), Alphabet Inc. (GOOGL), and Tesla Inc. (TSLA) over the past year. Ensure that each company's data is clearly distinguishable, and provide the resulting chart.

  I have generated the boxplot chart comparing the distribution of daily closing stock prices for Apple Inc. (AAPL), Microsoft Corp. (MSFT), Amazon.com Inc. (AMZN), Alphabet Inc. (GOOGL), and Tesla Inc. (TSLA) over the past year. You can view the chart by clicking the link below: View Boxplot Chart

• Test case 4

  Score: 10/10

  Perform the operation of generating a treemap chart that visualizes the market share of the top 10 smartphone manufacturers worldwide in 2024. Use data on the number of units sold by each manufacturer to represent their market share. Ensure that each manufacturer's data is clearly distinguishable, and provide the resulting chart.

  The treemap chart visualizing the market share of the top 10 smartphone manufacturers worldwide in 2024 has been successfully generated. You can view and download the chart using the following link: Top 10 Smartphone Manufacturers Market Share 2024. This chart represents the market shares based on the number of units sold by each manufacturer.

• Test case 5

  Score: 8/10

  Generate a line chart to show the quarterly revenue trend of Tesla over the past 5 years (2020-2024). Ensure the chart includes the following elements:X-axis: Time (displayed by quarter, e.g., 2020 Q1)，Y-axis: Revenue amount (in billions of dollars)，Three different colored lines representing three manufacturers，Add a legend and a title

  To generate a line chart showing the quarterly revenue trend of Tesla over the past 5 years (2020-2024), I will need the revenue data for Tesla and two other manufacturers for the specified period. If you have this data, please provide it. If not, I can help you find the data or guide you on how to obtain it.