MCP FastAPI Chart Server
by rvibek
README.md
# MCP FastAPI Chart Server
An MCP (Model Context Protocol) server that interacts with a FastAPI service to generate matplotlib charts.
## Overview
This MCP server provides tools to:
- Generate charts using your FastAPI chart generation service
- Check the status of your FastAPI server
- Return chart images directly to the client
## Prerequisites
- Python 3.8+
- Your FastAPI server running on `localhost:8000` with the `/plot` endpoint
## Installation
1. Install the package:
```bash
pip install -e .
```
## Configuration
### For Claude Desktop
Add the following to your Claude Desktop configuration file:
**macOS:** `~/Library/Application Support/Claude/claude_desktop_config.json`
**Windows:** `%APPDATA%\Claude\claude_desktop_config.json`
```json
{
"mcpServers": {
"fastapi-chart": {
"command": "python",
"args": ["-m", "mcp_fastapi_chart.server"]
}
}
}
```
### For Other MCP Clients
Configure your MCP client to run:
```bash
python -m mcp_fastapi_chart.server
```
## Available Tools
### 1. `generate_chart`
Generate a chart using the FastAPI chart generation service.
**Parameters:**
- `chart_type` (string): Type of chart to generate - "line", "bar", "scatter", or "pie"
- `title` (string): Main title of the chart
- `subtitle` (string): Subtitle of the chart
- `x_label` (string): Label for the X-axis
- `y_label` (string): Label for the Y-axis
- `data` (object): Chart data with labels and values
- `labels` (array of strings): Labels for data points
- `values` (array of numbers): Values for data points
**Example Usage:**
```json
{
"chart_type": "line",
"title": "Asylum Applications Trend",
"subtitle": "Monthly applications received (2023-2024)",
"x_label": "Month",
"y_label": "Applications Received",
"data": {
"labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"],
"values": [15400, 16800, 14200, 18900, 17600, 19500, 20300, 18700, 17400, 16200, 15800, 14900]
}
}
```
### 2. `check_fastapi_status`
Check if the FastAPI server is running and accessible.
**Parameters:** None
## FastAPI Server Requirements
Your FastAPI server should have an endpoint at `/plot` that accepts POST requests with the following JSON structure:
```json
{
"chart_type": "string",
"title": "string",
"subtitle": "string",
"data": {
"labels": ["string"],
"values": [number]
},
"x_label": "string",
"y_label": "string"
}
```
And should return a PNG image as the response.
## Development
To run the server directly for testing:
```bash
python -m mcp_fastapi_chart.server
```
## Cloud Deployment
When you move your FastAPI server to the cloud, update the `fastapi_base_url` in `mcp_fastapi_chart/server.py`:
```python
self.fastapi_base_url = "https://your-cloud-domain.com"
```
## Troubleshooting
1. **Connection Errors**: Make sure your FastAPI server is running on `localhost:8000`
2. **Chart Generation Errors**: Verify your FastAPI `/plot` endpoint is working correctly
3. **MCP Connection Issues**: Check your Claude Desktop configuration file syntax
## License
MIT
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo issues