isaacwasserman/mcp-vegalite-server
mcp-vegalite-server is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
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A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.
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Has a README
Github repo has a README.md.
Has a License
Github repo doesn't have a valid license.
Server can be inspected
View server inspector
Server schema can be extracted
Can get at lease one tool info from the README or server.
Online hosted on MCPHub
Can be automatically deployed by MCPHub.
Has social accounts
Do not have any social accounts.
Claimed by the author or certified by MCPHub
If you are the author, claim authorship
AI Evaluation ReportTotal Score: 7/10
The agent demonstrates a strong ability to request and save data for visualization purposes, effectively initiating the process for creating visualizations. It consistently asks for the necessary datasets and outlines the steps needed to proceed with visualization tasks. However, the agent shows a limitation in fully executing the visualization process, as seen in the pie chart task where it failed to utilize its tools to generate the visualization after obtaining the data. This indicates a gap in completing the visualization tasks, which affects its overall effectiveness.
Test case 1
Score: 10/10I have a CSV file containing monthly sales data. Can you help me create a bar chart to visualize the sales trends over the past year?Sure, I can help you create a bar chart to visualize your sales data. Please upload the CSV file containing your monthly sales data, and I'll guide you through the process.
Test case 2
Score: 10/10I have a dataset of customer feedback scores. Could you save this data so we can create visualizations later?Please provide the dataset of customer feedback scores, and I'll save it for you so we can create visualizations later.
Test case 3
Score: 8/10I have data on the number of visitors to my website from different countries. Can you create a bar chart to show the distribution of visitors by country?Sure, I can help with that. Please provide the data on the number of visitors from each country, and I'll create a bar chart to visualize the distribution for you.
Test case 4
Score: 10/10I have a dataset that includes the heights and weights of a group of individuals. Could you create a scatter plot to visualize the relationship between height and weight?To create a scatter plot visualizing the relationship between height and weight, I'll need to first save your dataset to a table and then use that data to generate the visualization. Please provide the dataset, including the heights and weights of the individuals.
Test case 5
Score: 3/10I have data on the market share of different smartphone brands. Can you create a pie chart to represent this information?To create a pie chart representing the market share of different smartphone brands, I'll need the data you have. Please provide the market share data, including the brand names and their respective market share percentages. Once I have this information, I can proceed with creating the visualization.