Mmcp.market

AUTO411 Vehicle Intelligence MCP server

by simonizer69·io.github.simonizer69/auto411-vehicle-intelligence·v3.0.0
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Identity-first automotive intelligence for vehicle resolution, specs, safety and efficiency.

C64/100grade C
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Safety scan
C64/100

full report

Adoption
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Little public usage data yet

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If you have run it, two minutes of your experience saves the next person an afternoon.

AUTO411 Vehicle Intelligence tools (5)

write = sends, deletes, buys or posts
  • get_vehicle_efficiencyFree

    Return EPA efficiency only when the EPA candidate is safely selected; otherwise return NEEDS_IDENTITY or NO_MATCH.

  • get_vehicle_fitmentFree

    Return vehicle fitment facts including tires and available wheel fitment specifications such as bolt pattern, center bore, offset, and thread size.

  • get_vehicle_safetyFree

    Return NHTSA YMM-scoped recalls, complaints, investigations, communications, and safety ratings. These facts never prove configuration identity.

  • get_vehicle_specsFree

    Return MCP-permitted normalized specifications for one safely resolved AUTO411 configuration.

  • resolve_vehicleFree

    Resolve a VIN or year/make/model safely. MATCHED_SINGLE is answerable; NEEDS_IDENTITY requires the user to choose; NO_MATCH/UNAVAILABLE must not be guessed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 369ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityAPI key sent as a header8/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 64/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http auto411-vehicle-intelligence https://mcp.411specs.com/mcp
Add to Cursor

AUTO411 Vehicle Intelligence: common questions

Is AUTO411 Vehicle Intelligence MCP server safe?
With care: it is graded C, so read the findings first (64/100). Read the AUTO411 Vehicle Intelligence safety report
How do I install AUTO411 Vehicle Intelligence?
It runs remotely at mcp.411specs.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AUTO411 Vehicle Intelligence need an API key?
Yes. The registry entry asks for X-AUTO411-Key.
Is AUTO411 Vehicle Intelligence maintained?
The latest release is v3.0.0.
Is AUTO411 Vehicle Intelligence up?
100% of our last 2 checks got an answer. We check remote servers about four times a day.
What can I use instead of AUTO411 Vehicle Intelligence?
Servers from other publishers that do the same job: Wigolo MCP server.

Alternatives to AUTO411 Vehicle Intelligence

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