Time series forecasting inside your MCP client
The TSFM.ai MCP server exposes model listing, forecast execution, and scheduling as MCP tools. Use it from Claude, Cursor, or any MCP-compatible client.
{
"mcpServers": {
"tsfm": {
"command": "npx",
"args": ["-y", "@tsfm/mcp-server"],
"env": {
"TSFM_API_KEY": "your-api-key"
}
}
}
}One config block gives your MCP client access to all forecasting tools.
Tools
Forecast, list models, create schedules — all as MCP tools
Clients
Works with Claude Desktop, Cursor, and custom MCP hosts
Setup
One config block and an API key
What the MCP server provides
Each tool maps to an API endpoint. Your MCP client discovers them automatically.
Forecast tool
Run point forecasts and prediction intervals on any series. Specify the model, horizon, and quantiles directly from your conversation.
Model listing tool
Browse available models with metadata — context length, latency, pricing — so you can pick the right model for each task.
Schedule tools
Create, list, and manage recurring forecast schedules. Automate forecasts that run on a cron without leaving your MCP client.
View schedule docsGet started in three steps
- 1
Get an API key
Sign up for a free account and generate an API key from your account dashboard.
- 2
Add the MCP server config
Add the TSFM server block to your MCP client config file. The server handles tool registration automatically.
- 3
Start forecasting
Ask your MCP client to forecast a time series. It will discover and call the TSFM tools with no additional setup.
Frequently Asked Questions
Add forecasting to your MCP client
One config block and an API key. Start forecasting from Claude, Cursor, or your own MCP host.