MCP Server AntV is a Model Context Protocol (MCP) server that provides AI-driven support for AntV visualization libraries, delivering contextual documentation and code examples for development and QA workflows.
Key Capabilities:
Multi-Library Support: Supports G2 (2D charts), G6 (graph/networks), and F2 (mobile charts), with upcoming support for S2, X6, L7, AVA, ADC, and G
AntV 5.x Compatibility: Leverages the latest AntV APIs for enhanced performance and modularity
Smart Intent Extraction: Detects library usage and task complexity via
extract_antv_topictoolContextual Documentation: Fetches relevant docs, code examples, and best practices using
query_antv_documenttoolComplex Task Handling: Decomposes complex tasks into subtasks and supports iterative queries
IDE Integration: Connects seamlessly with Cursor, VSCode, and other MCP clients
Comprehensive Development Support: Assists with implementing features, modifying styles, refactoring code, optimizing performance, debugging errors, and exploring documentation
Provides documentation context and code examples for AntV data visualization libraries, supporting G2 (2D charts), G6 (graph/networks), and F2 (mobile charts) with tools to extract visualization intents and fetch relevant documentation for creating visualizations.
Requires Node.js >= v18.0.0 to run the MCP server environment.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@MCP Server AntVshow me G2 examples for creating a bar chart with custom colors"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP Server AntV 👁 MCP Server
👁 npm Version
👁 npm License
A Model Context Protocol (MCP) server designed for AI development and QA that provides AntV documentation context and code examples using the latest APIs.
Supports G2, G6, and F2 libraries for declarative visualization workflows, with S2, X6, L7, and more (including AVA, ADC, and G) coming soon.
✨ Features
✅ AntV 5.x Compatibility: Leverages the latest APIs for performance and modularity.
🧩 Multi-Library Support: G2 (2D charts), G6 (graph/networks), and F2 (mobile charts).
🔍 Smart Intent Extraction: Detects library usage and task complexity via
extract_antv_topic.📚 Contextual Documentation: Fetches relevant AntV docs and code snippets with
query_antv_document.
Related MCP server: MCP Documentation Server
🛠️ Quick Start
Requirements
Node.js >= v18.0.0
Cursor, VSCode, Cline, Claude Desktop or another MCP Client.
Connect to Cursor
Go to: Settings -> Cursor Settings -> MCP -> Add new global MCP server
{
"mcpServers": {
"mcp-server-antv": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-antv"]
}
}
}On Window system:
{
"mcpServers": {
"mcp-server-antv": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@antv/mcp-server-antv"]
}
}
}Connect to VSCode
Pasting the following configuration into your VSCode ~/.vscode/mcp.json file is the recommended approach.
{
"servers": {
"mcp-server-antv": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-antv"]
}
}
}or command-line configuration
code --add-mcp "{\"name\":\"mcp-server-antv\",\"command\": \"npx\",\"args\": [\"-y\",\"@antv/mcp-server-antv\"]}"🧪 Example Workflow
An example workflow:
🧰 Tools Overview
Tool | Functionality |
| Extract user intent, detects library (G2/G6/F2), and infers task complexity. |
| fetch latest documentation and code examples with context7 |
🔨 Contributing
Clone the repo
git clone https://github.com/antvis/mcp-server-chart.git
cd mcp-server-chartInstall dependencies:
npm installBuild the server:
npm run buildStart the MCP server:
npm run start📄 License
MIT@AntV.
Maintenance
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