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Rush SR Lap Analyzer

R0· no sign-in

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

v0.2.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality89good
Trust96of 100
Uptime, 30 days100%
Latency p50681 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "lap-analyzer": {
      "type": "http",
      "url": "https://laps.mcp.rush.sr/mcp"
    }
  }
}
claude mcp add --transport http lap-analyzer https://laps.mcp.rush.sr/mcp
[mcp_servers.lap-analyzer]
url = "https://laps.mcp.rush.sr/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "lap-analyzer": {
      "type": "remote",
      "url": "https://laps.mcp.rush.sr/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "lap-analyzer": {
      "type": "http",
      "url": "https://laps.mcp.rush.sr/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=lap-analyzer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGFwcy5tY3AucnVzaC5zci9tY3AifQ%3D%3D"
}
{
  "servers": {
    "lap-analyzer": {
      "type": "http",
      "url": "https://laps.mcp.rush.sr/mcp"
    }
  }
}
{
  "mcpServers": {
    "lap-analyzer": {
      "httpUrl": "https://laps.mcp.rush.sr/mcp"
    }
  }
}
extensions:
  "lap-analyzer":
    enabled: true
    name: "lap-analyzer"
    type: streamable_http
    uri: "https://laps.mcp.rush.sr/mcp"
    timeout: 300

Quality 89 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: analyze_session (idempotentHint); compare_sessions (idempotentHint); compare_laps (idempotentHint); …
  • pass
    tools.token_costabout 945 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes4 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 945 tokens to load them all · tool set 65a4c3d119a0 · tools last changed 2026-10-01 · checked 2026-10-19 21:10 UTC

Tool changes

  • compare_sessionschangedannotations
  • find_time_losschangedannotations
  • compare_lapschangedannotations
  • analyze_sessionchangedannotations

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance85
liveness100
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% +updated-18d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://laps.mcp.rush.sr/mcp streamable-httpnoneyes100%681 ms2026-07-282026-10-19

Tools (4)

analyze_sessionread-onlyUse 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.
compare_lapsread-onlyUse 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.
compare_sessionsread-onlyUse 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.
find_time_lossread-onlyUse 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.

Schemas: list_tools.

Also listed as

1 other active names share this repository: sr.rush/maintenance

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Official server.json
{
  "name": "sr.rush/lap-analyzer",
  "title": "Rush SR Lap Analyzer",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://laps.mcp.rush.sr/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.2.0",
  "repository": {
    "url": "https://github.com/Rush-Auto-Works/llm-plugins",
    "source": "github",
    "subfolder": "servers/laps"
  },
  "websiteUrl": "https://rushautoworks.com/rush-sr/",
  "description": "Analyze AiM RaceStudio lap data: lap times, compare laps, time loss, compare two sessions."
}