lap-analyzer
MCP serverAI & modelsAnalyze AiM RaceStudio lap data: lap times, compare laps, time loss, compare two sessions.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use lap-analyzer to analyze session
Install lap-analyzer
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user lap-analyzer 'https://laps.mcp.rush.sr/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://laps.mcp.rush.sr/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=lap-analyzer&config=eyJ1cmwiOiJodHRwczovL2xhcHMubWNwLnJ1c2guc3IvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://laps.mcp.rush.sr/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add lap-analyzer --url 'https://laps.mcp.rush.sr/mcp'Run it once, then sign in with codex mcp login lap-analyzer if the server asks for an account.
From the project's README
As published by rush-auto-works/llm-plugins in README.md. This repository publishes several servers, so only the opening is shown here.
Remote MCP servers and a Claude plugin for Rush SR owners and anyone who analyzes AiM data. Built by Rush Auto Works.
They work in Claude and in ChatGPT: ask a question about your Rush SR, or give it an AiM RaceStudio lap export or an .xrk log and ask who was faster and where.
| Piece | What it does | Where |
|---|---|---|
| Rush SR maintenance server | Diagnoses a symptom, looks up a service interval, finds the steps for a procedure, all from the public owner's manual, with deep links | servers/maintenance, https://maintenance.mcp.rush.sr/mcp |
| Rush SR lap server | AiM RaceStudio CSV analysis: lap times, best and theoretical best lap, compare two laps, where a lap loses time, compare two sessions or two drivers | servers/laps, https://laps.mcp.rush.sr/mcp |
| Rush SR plugin for Claude | Both servers plus a skill that reads AiM .xrk logs and full-size CSVs in Claude's sandbox | plugin/ |
| US road courses | 93 road-racing venues with street address, coordinates and whether each is still running; the same list the dealer CRM uses for "Nearest tracks" | data/us-road-courses.csv |
Use it
Shortened here. Read the whole README on GitHub.
Tools it offers (4)
What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
analyze_sessioncompare_lapsfind_time_losscompare_sessions
Signals
- Last commit
- Oct 2026
Advanced
- Delivery
- lap-analyzer MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
sr-rush-lap-analyzer- Source
- github.com/rush-auto-works/llm-plugins
- Hosted endpoint
https://laps.mcp.rush.sr/mcp
github.com/rush-auto-works/llm-plugins