MCP Server AntV
A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.
What is MCP Server AntV?
MCP Server AntV is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to model context protocol server that provides antv visualization library documentation and code examples to ai assistants, supporting g2, g6, and f2 libraries for data visualization workflows.
A Model Context Protocol server that provides AntV visualization library documentation and code examples to AI assistants, supporting G2, G6, and F2 libraries for data visualization workflows.
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- A Model Context Protocol server that provides AntV visualiza
Use Cases
Maintainer
Works with
Installation
NPM
npx -y @antv/mcp-server-antvManual Installation
npx -y @antv/mcp-server-antvConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use MCP Server AntV
MCP Server AntV is a Model Context Protocol server that brings AntV visualization library documentation and real-world code examples directly into AI development workflows. It supports G2 (2D charts), G6 (graph and network diagrams), and F2 (mobile charts), all using the latest AntV 5.x APIs. Developers use it to get accurate, up-to-date documentation and working code snippets without leaving their IDE or AI chat interface, eliminating the guesswork of working with rapidly evolving visualization APIs.
Prerequisites
- Node.js version 18.0.0 or higher
- An MCP-compatible client: Cursor, VS Code with Copilot, Cline, or Claude Desktop
- npx available on your PATH (comes with Node.js/npm)
Verify Node.js version
The server requires Node.js 18 or later. Check your version and upgrade if needed.
node --version
# Should output v18.0.0 or higherAdd the server to your MCP client configuration
No separate installation step is required — the server runs directly via npx. Open your MCP client's configuration file and add the server entry below.
Configure Claude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json on macOS or %APPDATA%\Claude\claude_desktop_config.json on Windows and add the mcpServers entry.
{
"mcpServers": {
"mcp-server-antv": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-antv"]
}
}
}Configure VS Code
Create or edit ~/.vscode/mcp.json (global) or .vscode/mcp.json in your workspace to add the AntV server.
{
"servers": {
"mcp-server-antv": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-antv"]
}
}
}Restart your MCP client
Restart Claude Desktop, reload the VS Code window, or reconnect your MCP client to pick up the new server configuration. The server will start automatically on first use via npx.
MCP Server AntV Examples
Client configuration (Claude Desktop)
Standard Claude Desktop configuration for the AntV MCP server. On Windows, use cmd /c as the command wrapper.
{
"mcpServers": {
"mcp-server-antv": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-antv"]
}
}
}Prompts to try
Use these prompts to pull AntV documentation and code examples into your workflow. The server uses extract_antv_topic to detect your intent and query_antv_document to fetch the relevant docs.
- "Show me a G2 bar chart example with grouped bars and custom colors."
- "How do I create a force-directed graph layout in G6 5.x?"
- "Give me a complete F2 line chart example for mobile with touch gestures."
- "What's the correct API for adding tooltips to a G2 scatter plot in version 5?"
- "Show me how to render a G6 tree diagram with collapsible nodes."Troubleshooting MCP Server AntV
npx fails to download the package or hangs on first run
Run 'npm install -g @antv/mcp-server-antv' to install globally, then update your config to use 'command': 'mcp-server-antv' with an empty args array. Also check your network or proxy settings.
The server returns outdated API examples that don't match AntV 5.x
The server fetches live documentation via the query_antv_document tool using context7. Ensure the server is running the latest version by clearing the npx cache: run 'npx clear-npx-cache' then restart your client.
Frequently Asked Questions about MCP Server AntV
What is MCP Server AntV?
MCP Server AntV is a Model Context Protocol (MCP) server that model context protocol server that provides antv visualization library documentation and code examples to ai assistants, supporting g2, g6, and f2 libraries for data visualization workflows. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install MCP Server AntV?
Install via npm with the command: npx -y @antv/mcp-server-antv. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with MCP Server AntV?
MCP Server AntV works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is MCP Server AntV free to use?
Yes, MCP Server AntV is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
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Set Up MCP Server AntV in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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