AI Race Engineer
Rank #130,426glama/fayazhussain2821/AI_Race_Engineer
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.
AI Race Engineer is a Model Context Protocol (MCP) server published by fayazhussain2821. It ranks #130,426 of 137,492 servers tracked on MCP Toplist. AI Race Engineer is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 11, 2026.
Ranks ahead of 7,066 of 137,492 servers on MCP Toplist.
Use AI Race Engineer
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Ffayazhussain2821%2FAI_Race_Engineer)<a href="https://mcptoplist.com/server/glama%2Ffayazhussain2821%2FAI_Race_Engineer"><img src="https://mcptoplist.com/badge/glama%2Ffayazhussain2821%2FAI_Race_Engineer.svg" alt="MCP Toplist: #130,426 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
fayazhussain2821
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains AI Race Engineer?
- AI Race Engineer is maintained by fayazhussain2821, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is AI Race Engineer listed on the Official MCP Registry?
- AI Race Engineer is not on the Official MCP Registry. It is listed on Glama.
- How many versions does AI Race Engineer have?
- AI Race Engineer ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for AI Race Engineer?
- The source code for AI Race Engineer is hosted at github.com/fayazhussain2821/AI_Race_Engineer.
Do you run this server?
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