# AI Race Engineer

> AI Race Engineer — fayazhussain2821-ai-race-engineer. Use this tool when you need to analyze F1 telemetry data and optimize race strategies. It solves problems related to tyre degradation, fuel management, and pit stop decisions by providing data-driven recommendations and insights. The AI Race Engineer tool accepts telemetry data as input and outputs actionable strategy suggestions via LangGraph interface.

Canonical page: https://skillsregistry.net/skills/fayazhussain2821-ai-race-engineer  
JSON: https://api.skillsregistry.net/v1/skills/fayazhussain2821-ai-race-engineer

## Description

MCP server that provides F1 telemetry analysis, tyre degradation modeling, and pit strategy recommendations, delivering race engineer-style calls grounded in real data. It exposes tools for degradation fits, fuel correction, and strategy reasoning via LangGraph.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **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/zdv50a5lzs)
- **Repository:** <https://github.com/fayazhussain2821/AI_Race_Engineer>

## 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": "fayazhussain2821-ai-race-engineer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/fayazhussain2821-ai-race-engineer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/fayazhussain2821-ai-race-engineer/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