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Rush SR Lap Analyzer

by sr.rush
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Server Details

Analyze AiM RaceStudio lap data: lap times, compare laps, time loss, compare two sessions.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
Rush-Auto-Works/llm-plugins
GitHub Stars
0
ChatGPT
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Claude
Rush SR Lap Analyzer

TDQS

A4.3/5.0

Scored across 4 tools

Disambiguation4/5

Each tool targets a different analysis granularity: session overview, two-lap comparison, cross-session comparison, and sector-level time-loss ranking. Explicit 'do not use' notes reduce overlap, though compare_laps and find_time_loss can both address 'where am I slow' at different levels.

Naming Consistency5/5

All tool names use consistent snake_case with verb-first patterns: analyze_session, compare_laps, compare_sessions, find_time_loss. The naming is predictable and easy to distinguish.

Tool Count5/5

Four tools is well-scoped for a focused lap-analysis server. Each tool maps to a distinct, necessary workflow without obvious redundancy.

Completeness4/5

The set covers session summary, lap-vs-lap comparison, session-vs-session comparison, and sector-level time-loss analysis. Minor gaps remain, such as a dedicated single-lap deep dive or lap-listing helper, but core workflows are present.

Available Tools

4 tools
analyze_sessionAnalyze an AiM sessionA
Read-only
Inspect

Use this when you want to analyze my AiM data, see lap times, the best lap and consistency. Upload an AiM RaceStudio CSV export or paste its CSV text. Do not use for comparing two specific laps or finding one lap's slowest sectors.

Inputs: file, csv_text. Returns: laps, rush, notes, session, +4 more

compare_lapsCompare two lapsA
Read-only
Inspect

Use this when asking compare my laps or why am I slow in turn 3: compare braking points, corner minimum speeds and time delta for two lap numbers. Upload an AiM RaceStudio CSV export or paste its CSV text. Do not use for a full session overview.

Inputs: lap_a (required), lap_b (required), file, csv_text. Returns: rush, lap_a, lap_b, notes, +6 more

compare_sessionsCompare two sessionsA
Read-only
Inspect

Use this when comparing two drivers, two cars or two sessions on the same track: each session's best valid lap, the time delta, the sectors where one gains or loses time, braking points, corner minimum speeds and top speed. Upload two AiM RaceStudio CSV exports or paste both as CSV text. Do not use for comparing two laps from one session or for a single-session overview.

Inputs: lap_a, lap_b, file_a, file_b, +2 more. Returns: rush, lap_a, lap_b, notes, +11 more

find_time_lossFind where a lap loses timeA
Read-only
Inspect

Use this when asking where am I losing time: rank the five distance sectors where one lap loses most against the best valid lap. Upload an AiM RaceStudio CSV export or paste its CSV text. Do not use for corner speeds or braking point comparison.

Inputs: lap, file, csv_text. Returns: lap, rush, notes, segments, +4 more

Tool Schema Changelog

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