Integration

Time series forecasting inside Claude

Connect TSFM.ai to Claude through MCP and get access to production forecasting models directly in your conversations. Ask Claude to forecast or compare models.

MCP integrationConversational forecastingModel comparison in chat

Get API key MCP setup guide

Claude Desktopclaude_desktop_config.json

{
  "mcpServers": {
    "tsfm": {
      "command": "npx",
      "args": ["-y", "@tsfm/mcp-server"],
      "env": {
        "TSFM_API_KEY": "your-api-key"
      }
    }
  }
}

Add this to your Claude Desktop config to enable forecasting tools.

Setup

One config block and an API key

Tools

Forecast and model listing — all in chat

Models

Access the full TSFM.ai model catalog from Claude

What you can do with Claude + TSFM.ai

Conversational forecasting

Paste a time series into Claude and ask for a forecast. Claude calls the TSFM.ai API, gets results, and explains the predictions in context.

Model comparison

Ask Claude to run the same series through multiple models and compare accuracy, latency, and prediction intervals. Get a recommendation with reasoning.

Get started

1
Get a TSFM.ai API key
Sign up for a free account and generate an API key from your dashboard.
2
Add the MCP server to Claude
Copy the config block into your Claude Desktop settings. Claude will discover the forecasting tools automatically.
3
Ask Claude to forecast
Paste your time series data and ask Claude to forecast it. Claude will select a model, call the API, and present the results.