How do I install the timeweaver mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `TIMEWEAVER_LICENSE` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Timeweaver MCP Server

Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.

Local serverstdio

What is the Timeweaver MCP Server?

Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.

What you get

LLMs are unreliable at hand-generating coherent time-series — trends drift, "seasonality" doesn't actually repeat, and correlations between series are fake. TimeWeaver generates data with verifiable statistical properties: a linear trend really has the slope you asked for, a seasonal cycle really repeats at its period, two correlated series really hit the target correlation, and AR(1) noise really has the autocorrelation you set.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Timeweaver MCP Server

{
  "mcpServers": {
    "timeweaver": {
      "command": "npx",
      "args": [
        "-y",
        "timeweaver-mcp"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Frequently asked questions

Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.