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mcp-server-chart

antvis · antvis/mcp-server-chart

Enables AI agents to generate over 25 types of data visualizations and charts using AntV via an MCP server, facilitating data analysis.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

4.4k stars419License: MITUpdated 2 months ago0 opens

Preview

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What you can do with it

  • Generate a bar chart to compare sales figures across different product categories.
  • Visualize time-series data with an area chart to observe trends over a continuous period.
  • Analyze data distribution using a boxplot chart to identify outliers and quartiles.

Verified live · 27 tools

We started this MCP server in an isolated sandbox and it exposed these tools:

  • generate_area_chart

    Generate a area chart to show data trends under continuous independent variables and observe the overall data trend, such as, displacement = velocity (average or instantaneous) × time: s = v × t. If t

  • generate_bar_chart

    Generate a horizontal bar chart to show data for numerical comparisons among different categories, such as, comparing categorical data and for horizontal comparisons.

  • generate_boxplot_chart

    Generate a boxplot chart to show data for statistical summaries among different categories, such as, comparing the distribution of data points across categories.

  • generate_column_chart

    Generate a column chart, which are best for comparing categorical data, such as, when values are close, column charts are preferable because our eyes are better at judging height than other visual ele

  • generate_district_map

    Generates regional distribution maps, which are usually used to show the administrative divisions and coverage of a dataset. It is not suitable for showing the distribution of specific locations, such

  • generate_dual_axes_chart

    Generate a dual axes chart which is a combination chart that integrates two different chart types, typically combining a bar chart with a line chart to display both the trend and comparison of data, s

  • generate_fishbone_diagram

    Generate a fishbone diagram chart to uses a fish skeleton, like structure to display the causes or effects of a core problem, with the problem as the fish head and the causes/effects as the fish bones

  • generate_flow_diagram

    Generate a flow diagram chart to show the steps and decision points of a process or system, such as, scenarios requiring linear process presentation.

  • generate_funnel_chart

    Generate a funnel chart to visualize the progressive reduction of data as it passes through stages, such as, the conversion rates of users from visiting a website to completing a purchase.

  • generate_histogram_chart

    Generate a histogram chart to show the frequency of data points within a certain range. It can observe data distribution, such as, normal and skewed distributions, and identify data concentration area

  • generate_line_chart

    Generate a line chart to show trends over time, such as, the ratio of Apple computer sales to Apple's profits changed from 2000 to 2016.

  • generate_liquid_chart

    Generate a liquid chart to visualize a single value as a percentage, such as, the current occupancy rate of a reservoir or the completion percentage of a project.

  • generate_mind_map

    Generate a mind map chart to organizes and presents information in a hierarchical structure with branches radiating from a central topic, such as, a diagram showing the relationship between a main top

  • generate_network_graph

    Generate a network graph chart to show relationships (edges) between entities (nodes), such as, relationships between people in social networks.

  • generate_organization_chart

    Generate an organization chart to visualize the hierarchical structure of an organization, such as, a diagram showing the relationship between a CEO and their direct reports.

npx -y @antv/mcp-server-chart · 06/10/2026

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From the README

MCP Server Chart

A Model Context Protocol server for generating charts using AntV. We can use this mcp server for chart generation and data analysis.

This is a TypeScript-based MCP server that provides chart generation capabilities. It allows you to create various types of charts through MCP tools. You can also use it in Dify.

📋 Table of Contents

✨ Features

Now 26+ charts supported.

  1. generate_area_chart: Generate an area chart, used to display the trend of data under a continuous independent variable, allowing observation of overall data trends.
  2. generate_bar_chart: Generate a bar chart, used to compare values across different categories, suitable for horizontal comparisons.
  3. generate_boxplot_chart: Generate a boxplot, used to display the distribution of data, including the median, quartiles, and outliers.
  4. generate_column_chart: Generate a column chart, used to compare values across different categories, suitable for vertical comparisons.
  5. generate_district_map - Generate a district-map, used to show administrative divisions and data distribution.
  6. generate_dual_axes_chart: Generate a dual-axes chart, used to display the relationship between two variables with different units or ranges.
  7. generate_fishbone_diagram: Generate a fishbone diagram, also known as an Ishikawa diagram, used to identify and display the root causes of a problem.
  8. generate_flow_diagram: Generate a flowchart, used to display the steps and sequence of a process.
  9. generate_funnel_chart: Generate a funnel chart, used to display data loss at different stages.
  10. generate_histogram_chart: Generate a histogram, used to display the distribution of data by dividing it into intervals and counting the number of data points in each interval.
  11. generate_line_chart: Generate a line chart, used to display the trend of data over time or another continuous variable.
  12. generate_liquid_chart: Generate a liquid chart, used to display the proportion of data, visually representing percentages in the form of water-filled spheres.
  13. generate_mind_map: Generate a mind-map, used to display thought processes and hierarchical information.
  14. generate_network_graph: Generate a network graph, used to display relationships and connections between nodes.
  15. generate_organization_chart: Generate an organizational chart, used to display the structure of an organization and personnel relationships.
  16. generate_path_map - Generate a path-map, used to display route planning results for POIs.
  17. generate_pie_chart: Generate a pie chart, used to display the proportion of data, dividing it into parts represented by sectors showing the percentage of each part.
  18. generate_pin_map - Generate a pin-map, used to show the distribution of POIs.
  19. generate_radar_chart: Generate a radar chart, used to display multi-dimensional data comprehensively, showing multiple dimensions in a radar-like format.
  20. generate_sankey_chart: Generate a sankey chart, used to display data flow and volume, representing the movement of data between different nodes in a Sankey-style format.
  21. generate_scatter_chart: Generate a scatter plot, used to display the relationship between two variables, showing data points as scattered dots on a coordinate system.
  22. generate_treemap_chart: Generate a treemap, used to display hierarchical data, showing data in rectangular forms where the size of rectangles represents the value of the data.
  23. generate_venn_chart: Generate a venn diagram, used to display relationships between sets, including intersections, unions, and differences.
  24. generate_violin_chart: Generate a violin plot, used to display the distribution of data, combining features of boxplots and density plots to provide a more detailed view of the data distribution.
  25. generate_word_cloud_chart: Generate a word-cloud, used to display the frequency of words in textual data, with font sizes indicating the frequency of each word.
  26. generate_spreadsheet: Generate a spreadsheet or pivot table for displaying tabular data. When 'rows' or 'values' fields are provided, it renders as a pivot table (cross-tabulation); otherwise, it renders as a regular table.

[!NOTE] The above geographic visualization chart generation tool uses AMap service and currently only supports map generation within China.

🤖 Usage

To use with Desktop APP, such as Claude, VSCode, Cline, Cherry Studio, Cursor, and so on, add the MCP server config below. On Mac system:

{
  "mcpServers": {
    "mcp-server-chart": {
      "command": "npx",
      "args": ["-y", "@antv/mcp-server-chart"]
    }
  }
}

On Window system:

{
  "mcpServers": {
    "mcp-server-chart": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@antv/mcp-server-chart"]
    }
  }
}

Also, you can use it on aliyun, modelscope, glama.ai, [smithery.ai](https://smithery.ai/servers/@antvis/mcp-server-c

View source on GitHub