# timeweaver-mcp

> timeweaver-mcp — fixtureforge-timeweaver-mcp. Use this tool when you need to generate realistic time-series data for testing and simulation purposes, solving problems such as data scarcity or privacy concerns in applications like predictive modeling, anomaly detection, or IoT sensor testing. It takes in configuration parameters for trend, seasonality, noise, and anomalies, and outputs synthetic data in JSON, CSV, or SQL formats. Ideal for use cases where realistic, correlated, and customizable time-series data is required to train or evaluate machine learning models.

Canonical page: https://skillsregistry.net/skills/fixtureforge-timeweaver-mcp  
JSON: https://api.skillsregistry.net/v1/skills/fixtureforge-timeweaver-mcp

## Description

Generates synthetic time-series test data with configurable trend, seasonality, noise, anomalies, and multiple correlated streams, outputting JSON, CSV, or SQL.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zn0qz2sl7j)
- **Repository:** <https://github.com/FixtureForge/timeweaver-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "fixtureforge-timeweaver-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/fixtureforge-timeweaver-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/fixtureforge-timeweaver-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt