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Posted to commits@echarts.apache.org by ov...@apache.org on 2025/07/21 10:50:43 UTC
(echarts-mcp) 01/01: feat: init project
This is an automated email from the ASF dual-hosted git repository.
ovilia pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/echarts-mcp.git
commit 02932fd22b5cdc36517d5d83c6c8d6482fbc8137
Author: Ovilia <zw...@gmail.com>
AuthorDate: Mon Jul 21 18:50:23 2025 +0800
feat: init project
---
.asf.yaml | 8 +
.env.exmaple | 8 +
.gitignore | 3 +
LICENSE | 201 +++
README.md | 56 +
package-lock.json | 4544 +++++++++++++++++++++++++++++++++++++++++++++++++++++
package.json | 25 +
src/chart.js | 99 ++
src/index.js | 212 +++
src/storage.js | 90 ++
src/util.js | 111 ++
11 files changed, 5357 insertions(+)
diff --git a/.asf.yaml b/.asf.yaml
new file mode 100644
index 0000000..5a98555
--- /dev/null
+++ b/.asf.yaml
@@ -0,0 +1,8 @@
+github:
+ description: "Apache ECharts MCP Server"
+ homepage: https://github.com/apache/echarts-mcp
+ labels:
+ - echarts
+ - mcp
+ - data-visualization
+
diff --git a/.env.exmaple b/.env.exmaple
new file mode 100644
index 0000000..f6a137b
--- /dev/null
+++ b/.env.exmaple
@@ -0,0 +1,8 @@
+SERVER_PORT=8081
+
+# Cloud Storage Configuration
+BOS_AK=...
+BOS_SK=...
+BOS_ENDPOINT=...
+BOS_CDN_ENDPOINT=...
+BOS_BUCKET=echarts-mcp
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..df08eff
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+.env
+node_modules
+tmp
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..261eeb9
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..94e5cbf
--- /dev/null
+++ b/README.md
@@ -0,0 +1,56 @@
+# ECharts MCP
+
+This project shows how to implement an MCP (Model Context Protocol) server of Apache ECharts.
+
+The basic workflow is that it gets chart type, data and other parameters from an LLM, and returns the cloud image URL of the generated ECharts chart.
+
+Supported ECharts series types: `'bar', 'line', 'pie', 'scatter', 'funnel', 'tree', 'treemap', 'sunburst'`.
+
+## Setup
+
+```sh
+npm install
+```
+
+Create an `.env` file. See `.env.example` for reference.
+
+## Run
+
+```sh
+# Run the MCP server
+npm run dev
+
+# Run the inspector in another terminal
+npm run inspect
+```
+
+## FAQ
+
+### How to change image cloud storage?
+
+By default, it uses [baidubce/bce-sdk-js](https://github.com/baidubce/bce-sdk-js) to store the generated image and return the URL of the image on the cloud. If you wish to use other Cloud storage, change the implemenation in `src/storage.js`.
+
+### How to change ECharts theme?
+
+See `registerTheme` and `registerFont` comments in `src/chart.js`.
+
+### How to support more series types?
+
+1. Change `inputSchema` in `src/index.js`
+2. Normalize `data` in `src/chart.js`
+
+You are welcomed to make a pull request.
+
+## Discussion of Implementation
+
+To make an MCP server of Apache ECharts, there are 3 common ways to do:
+
+1. Ask LLM to provide a full ECharts option
+2. Ask LLM to provide pre-fined parameters including chart themes
+3. Ask LLM to provide pre-fined minimal parameters
+
+The advantage of Approach 1 is that is has the potential of making all kinds of charts that ECharts supports. But it may not be stable, especially for less frequently used chart types.
+
+Approach 2 gives the freedom to change chart themes from prompt. For example, you may ask the LLM to `generate a chart with red bars of data ...`. But this approach requires a lot of parameters in order to support so many ECharts options. And it degenerates to approach 1 as the number of parameters grow.
+
+Approach 3 asks LLM to provide minimal parameters like series type, data, seriesName, title, and axisName. The chart theme is defined in the app so that only the developer of this app, rather than users can change the theme. We believe this is the best way to provide stable results and so this is the approach we take in this project.
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..1886d47
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,4544 @@
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+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
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+ "version": "1.0.0",
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+ "dotenv": "^16.5.0",
+ "echarts": "^6.0.0-beta.1",
+ "express": "^5.1.0"
+ },
+ "devDependencies": {
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+ "nodemon": "^3.1.9"
+ }
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diff --git a/package.json b/package.json
new file mode 100644
index 0000000..7836423
--- /dev/null
+++ b/package.json
@@ -0,0 +1,25 @@
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+ "canvas": "^3.1.0",
+ "dotenv": "^16.5.0",
+ "echarts": "^6.0.0-beta.1",
+ "express": "^5.1.0"
+ },
+ "devDependencies": {
+ "@modelcontextprotocol/inspector": "^0.8.2",
+ "nodemon": "^3.1.9"
+ }
+}
diff --git a/src/chart.js b/src/chart.js
new file mode 100644
index 0000000..5473247
--- /dev/null
+++ b/src/chart.js
@@ -0,0 +1,99 @@
+/*
+* Licensed to the Apache Software Foundation (ASF) under one
+* or more contributor license agreements. See the NOTICE file
+* distributed with this work for additional information
+* regarding copyright ownership. The ASF licenses this file
+* to you under the Apache License, Version 2.0 (the
+* "License"); you may not use this file except in compliance
+* with the License. You may obtain a copy of the License at
+*
+* http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing,
+* software distributed under the License is distributed on an
+* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+* KIND, either express or implied. See the License for the
+* specific language governing permissions and limitations
+* under the License.
+*/
+
+import * as echarts from 'echarts';
+import { createCanvas/*, registerFont */ } from 'canvas';
+
+import { getNameValueData, getXData, getYData } from './util.js';
+
+// This is an example of how to register a custom font.
+// registerFont('./font/xxx.otf', {
+// family: 'xxx',
+// weight: 'bold',
+// });
+
+// This is an example of how to use a custom theme.
+// echarts.registerTheme('custom', {
+// backgroundColor: '#ccc',
+// ...
+// });
+
+
+export function getChartOption(type, data, title, seriesName, xAxisName, yAxisName) {
+ const option = {
+ title: {
+ text: title || 'Chart',
+ },
+ series: [
+ {
+ type,
+ data,
+ name: seriesName,
+ },
+ ],
+ };
+
+ const series = option.series[0];
+
+ switch (type) {
+ case 'pie':
+ case 'funnel':
+ series.data = getNameValueData(data);
+ break;
+ }
+
+ if (['line', 'bar', 'scatter'].includes(type)) {
+ const xAxis = getXData(data, xAxisName);
+ const yAxis = getYData(data, yAxisName);
+ option.xAxis = xAxis;
+ option.yAxis = yAxis;
+
+ series.label =
+ data.length < 16
+ ? {
+ show: true,
+ }
+ : null;
+ }
+
+ series.animation = false;
+
+ return option;
+}
+
+export function getChartBase64(type, data, title, seriesName, xAxisName, yAxisName) {
+ // Create canvas
+ const canvas = createCanvas(800, 600);
+
+ // Initialize ECharts
+ let chart = echarts.init(canvas, 'custom');
+
+ // Set chart options
+ const option = getChartOption(type, data, title, seriesName, xAxisName, yAxisName);
+ chart.setOption(option);
+
+ // Return base64 image
+ const url = canvas.toDataURL();
+
+ // Dispose the chart instance
+ chart.dispose();
+ chart = null;
+
+ return url;
+}
diff --git a/src/index.js b/src/index.js
new file mode 100644
index 0000000..9684f5f
--- /dev/null
+++ b/src/index.js
@@ -0,0 +1,212 @@
+/*
+* Licensed to the Apache Software Foundation (ASF) under one
+* or more contributor license agreements. See the NOTICE file
+* distributed with this work for additional information
+* regarding copyright ownership. The ASF licenses this file
+* to you under the Apache License, Version 2.0 (the
+* "License"); you may not use this file except in compliance
+* with the License. You may obtain a copy of the License at
+*
+* http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing,
+* software distributed under the License is distributed on an
+* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+* KIND, either express or implied. See the License for the
+* specific language governing permissions and limitations
+* under the License.
+*/
+
+import express from 'express';
+import { Server } from '@modelcontextprotocol/sdk/server/index.js';
+import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js';
+import { CallToolRequestSchema, ErrorCode, ListToolsRequestSchema, McpError } from '@modelcontextprotocol/sdk/types.js';
+import dotenv from 'dotenv';
+import fs from 'fs';
+
+import { getChartBase64 } from './chart.js';
+import { isTreelike, seriesTypes } from './util.js';
+import { saveImage } from './storage.js';
+
+dotenv.config();
+
+class EChartsServer {
+ constructor() {
+ // Throw an error if there is no .env file
+ if (!fs.existsSync('.env')) {
+ throw new Error('Missing .env file. Please create a .env file with your configuration. See .env.example for reference.');
+ }
+
+ this.server = new Server(
+ {
+ name: 'echarts',
+ version: '1.0.0',
+ },
+ {
+ capabilities: {
+ tools: {},
+ },
+ }
+ );
+
+ this.setupToolHandlers();
+
+ this.server.onerror = (error) => console.error('[MCP Error]', error);
+ }
+
+ validateChartType(type) {
+ if (!seriesTypes.includes(type)) {
+ throw new McpError(
+ ErrorCode.InvalidParams,
+ `Invalid chart type. Must be one of: ${seriesTypes.join(', ')}`
+ );
+ }
+ }
+
+ validateChartData(data, type) {
+ if (isTreelike(type)) {
+ if (data.length > 0 && data[0].value == null) {
+ throw new McpError(
+ ErrorCode.InvalidParams,
+ type +
+ ' chart data should be like [["A", 100], ["B", 200], ["C", 300]] for bar/line/pie/scatter charts, or [{ "name": "A", "value": 100, "children": [{ "name": "A1", "value": 40}, { "name": "A2", "value": 60}]}]'
+ );
+ }
+ return;
+ }
+
+ if (!Array.isArray(data)) {
+ throw new McpError(ErrorCode.InvalidParams, 'Chart data must be an array. Input data: ' + JSON.stringify(data));
+ }
+
+ if (data.length > 1) {
+ const firstRow = data[0];
+ if (!Array.isArray(firstRow)) {
+ throw new McpError(
+ ErrorCode.InvalidParams,
+ 'Chart data must be an array of arrays. For example: [["A", 100], ["B", 200], ["C", 300]]'
+ );
+ }
+ }
+ }
+
+ setupToolHandlers() {
+ this.server.setRequestHandler(ListToolsRequestSchema, async () => ({
+ tools: [
+ {
+ name: 'get-chart',
+ description: 'Generate an ECharts chart',
+ inputSchema: {
+ type: 'object',
+ properties: {
+ title: {
+ type: 'string',
+ description: 'Chart title',
+ },
+ type: {
+ type: 'string',
+ description: `Chart type (${seriesTypes.join(', ')})`,
+ },
+ seriesName: {
+ type: 'string',
+ description: 'Series name that will be displayed in the legend',
+ },
+ data: {
+ type: 'array',
+ description:
+ 'Chart data array. For example: [["A", 100], ["B", 200], ["C", 300]] for bar/line/pie/scatter charts, or [{ "name": "A", "value": 100, "children": [{ "name": "A1", "value": 40}, { "name": "A2", "value": 60}]}] for tree charts',
+ },
+ xAxisName: {
+ type: 'string',
+ description:
+ 'Name of the first dimension (data[0]) including unit, for bar/line/scatter/pie charts. For example, when data is [["Apple", 100], ["Banana", 200], ["Cherry", 300]], xAxisName should be "Fruit".',
+ },
+ yAxisName: {
+ type: 'string',
+ description:
+ 'Name of the second dimension (data[1]) including unit, for bar/line/scatter/pie charts. For example, when data is [["Apple", 100], ["Banana", 200], ["Cherry", 300]], yAxisName should be "Sales (USD)".',
+ },
+ },
+ required: ['type', 'data', 'title', 'seriesName'],
+ },
+ },
+ ],
+ }));
+
+ this.server.setRequestHandler(CallToolRequestSchema, async (request) => {
+ if (request.params.name === 'get-chart') {
+ try {
+ const { type, data, title, seriesName, xAxisName, yAxisName } = request.params.arguments;
+
+ this.validateChartType(type);
+ this.validateChartData(data, type);
+
+ const base64 = getChartBase64(type, data, title, seriesName, xAxisName, yAxisName);
+
+ try {
+ const url = await saveImage(base64);
+ return {
+ content: [
+ {
+ type: 'text',
+ text: url,
+ },
+ ],
+ };
+ } catch (error) {
+ console.error(error);
+ throw new McpError(ErrorCode.InternalError, 'Failed to save image');
+ }
+ } catch (error) {
+ console.error(error);
+ if (error instanceof McpError) {
+ throw error;
+ }
+ throw new McpError(
+ ErrorCode.InternalError,
+ `Failed to generate chart: ${error?.message || 'Unknown error'}`
+ );
+ }
+ }
+ throw new McpError(ErrorCode.MethodNotFound, `Unknown tool: ${request.params.name}`);
+ });
+ }
+
+ async run() {
+ const app = express();
+ const transports = {};
+
+ app.get('/', (_, res) => {
+ res.send('Apache ECharts MCP Server is running');
+ });
+
+ app.get('/sse', async (_, res) => {
+ const transport = new SSEServerTransport('/messages', res);
+ transports[transport.sessionId] = transport;
+ res.on('close', () => {
+ delete transports[transport.sessionId];
+ });
+ await this.server.connect(transport);
+ });
+
+ app.post('/messages', async (req, res) => {
+ const sessionId = req.query.sessionId;
+ const transport = transports[sessionId];
+ if (!transport) {
+ if (!res.headersSent) {
+ res.status(400).send('No transport found for sessionId. Please establish SSE connection first.');
+ }
+ return;
+ }
+ await transport.handlePostMessage(req, res);
+ });
+
+ const port = process.env.SERVER_PORT || 8081;
+ app.listen(port, () => {
+ console.log(`Server is running on port ${port}`);
+ });
+ }
+}
+
+const server = new EChartsServer();
+server.run().catch(console.error);
diff --git a/src/storage.js b/src/storage.js
new file mode 100644
index 0000000..69201b5
--- /dev/null
+++ b/src/storage.js
@@ -0,0 +1,90 @@
+/*
+* Licensed to the Apache Software Foundation (ASF) under one
+* or more contributor license agreements. See the NOTICE file
+* distributed with this work for additional information
+* regarding copyright ownership. The ASF licenses this file
+* to you under the Apache License, Version 2.0 (the
+* "License"); you may not use this file except in compliance
+* with the License. You may obtain a copy of the License at
+*
+* http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing,
+* software distributed under the License is distributed on an
+* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+* KIND, either express or implied. See the License for the
+* specific language governing permissions and limitations
+* under the License.
+*/
+
+import bos from '@baiducloud/sdk';
+import dotenv from 'dotenv';
+import fs from 'fs';
+import path from 'path';
+import { fileURLToPath } from 'url';
+
+dotenv.config();
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = path.dirname(__filename);
+const tmpDir = path.join(__dirname, '../tmp');
+
+// Create tmp directory if not exists
+if (!fs.existsSync(tmpDir)) {
+ fs.mkdirSync(tmpDir);
+}
+
+const config = {
+ endpoint: process.env.BOS_ENDPOINT,
+ credentials: {
+ ak: process.env.BOS_AK,
+ sk: process.env.BOS_SK,
+ },
+};
+
+const client = new bos.BosClient(config);
+const bucket = process.env.BOS_BUCKET;
+const basePath = '/upload/echarts';
+
+export async function saveImage(base64) {
+ const fileName = getFilePrefix() + '.png';
+ const key = `${basePath}/${fileName}`;
+ const tmpPath = path.join(tmpDir, fileName);
+
+ try {
+ // Remove Base64 prefix if exists
+ const base64Data = base64.replace(/^data:image\/\w+;base64,/, '');
+ // Save base64 to tmp file
+ fs.writeFileSync(tmpPath, Buffer.from(base64Data, 'base64'));
+
+ // Upload file
+ await client.putObjectFromFile(bucket, key, tmpPath);
+ return process.env.BOS_CDN_ENDPOINT + key;
+ } catch (error) {
+ console.error('Upload failed:', error);
+ throw error;
+ } finally {
+ // Remove tmp file
+ if (fs.existsSync(tmpPath)) {
+ fs.unlinkSync(tmpPath);
+ }
+ }
+}
+
+function getFilePrefix() {
+ // Datetime + 10 random characters
+ const date = new Date();
+ const year = date.getFullYear();
+ const month = date.getMonth() + 1;
+ const day = date.getDate();
+ const hour = date.getHours();
+ const minute = date.getMinutes();
+ const second = date.getSeconds();
+
+ const chars = '0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ';
+ let result = '';
+ for (let i = 0; i < 10; i++) {
+ result += chars[Math.floor(Math.random() * chars.length)];
+ }
+ return `${year}${month}${day}${hour}${minute}${second}${result}`;
+}
diff --git a/src/util.js b/src/util.js
new file mode 100644
index 0000000..ca5a21f
--- /dev/null
+++ b/src/util.js
@@ -0,0 +1,111 @@
+/*
+* Licensed to the Apache Software Foundation (ASF) under one
+* or more contributor license agreements. See the NOTICE file
+* distributed with this work for additional information
+* regarding copyright ownership. The ASF licenses this file
+* to you under the Apache License, Version 2.0 (the
+* "License"); you may not use this file except in compliance
+* with the License. You may obtain a copy of the License at
+*
+* http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing,
+* software distributed under the License is distributed on an
+* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+* KIND, either express or implied. See the License for the
+* specific language governing permissions and limitations
+* under the License.
+*/
+
+export const seriesTypes = ['bar', 'line', 'pie', 'scatter', 'funnel', 'tree', 'treemap', 'sunburst'];
+
+export function isTreelike(seriesType) {
+ return seriesType === 'tree' || seriesType === 'treemap' || seriesType === 'sunburst';
+}
+
+/**
+ * Get xAxis.data from user input data.
+ * If data is not 2d, throw error.
+ *
+ * @param {object} data
+ * @param {string} axisName
+ * @return {
+ * type: 'category' | 'value',
+ * data: string[] | number[]
+ * }
+ */
+export function getXData(data, axisName) {
+ if (data.length === 0) {
+ return [];
+ }
+
+ const firstRow = data[0];
+ if (firstRow.length < 2) {
+ throw new Error('Data must be 2d array');
+ }
+
+ const type = typeof firstRow[0] === 'string' ? 'category' : 'value';
+
+ const xData = data.map((row) => row[0]);
+ return {
+ type,
+ data: xData,
+ name: axisName
+ };
+}
+
+/**
+ * Get yAxis.data from user input data.
+ * If data is not 2d, throw error.
+ *
+ * @param {object} data
+ * @param {string} axisName
+ * @return {
+ * type: 'category' | 'value',
+ * data: string[] | number[]
+ * }
+ */
+export function getYData(data, axisName) {
+ if (data.length === 0) {
+ return [];
+ }
+
+ const firstRow = data[0];
+ if (firstRow.length < 2) {
+ throw new Error('Data must be 2d array');
+ }
+
+ const type = typeof firstRow[1] === 'number' ? 'value' : 'category';
+
+ const yData = type === 'value' ? null : data.map((row) => row[1]);
+ return {
+ type,
+ data: yData,
+ name: axisName
+ };
+}
+
+/**
+ * Get name-value data from user input data.
+ * If data is not 2d, throw error.
+ *
+ * @param {object} data
+ * @return {Array<{name: string, value: number}>}
+ */
+export function getNameValueData(data) {
+ if (data.length === 0) {
+ return [];
+ }
+
+ const firstRow = data[0];
+ if (firstRow.length < 2) {
+ throw new Error('Data must be 2d array');
+ }
+
+ const nameValueData = data.map((row) => ({
+ name: row[0],
+ value: row[1],
+ }));
+
+ return nameValueData;
+}
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