# Demand Forecasting

> Demand Forecasting — ai-saifs-demand-forecasting. Use this tool when you need to predict future product sales and optimize inventory management. It solves problems related to stockouts, overstocking, and supply chain inefficiencies by analyzing historical sales data and market trends. By inputting sales history and market signals, it outputs demand forecasts to inform business decisions and strategic planning.

Canonical page: https://skillsregistry.net/skills/ai-saifs-demand-forecasting  
JSON: https://api.skillsregistry.net/v1/skills/ai-saifs-demand-forecasting

## Description

Forecast product demand using historical sales and market signals.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **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:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.saifs%2Fdemand-forecasting)

## Use it

MCP endpoint published by the skill: `https://demand-forecaster-mcp.saifs.ai/mcp`

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": "ai-saifs-demand-forecasting"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-saifs-demand-forecasting` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-saifs-demand-forecasting/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