AUTO411 Vehicle Intelligence MCP Server

by simonizer69 Your server? Claim it

answering

AUTO411 Vehicle Intelligence is answering right now. Last checked 13 min ago. It exposes 5 tools.

Identity-first automotive intelligence for vehicle resolution, specs, safety and efficiency.

Uptime history 16 days of history

16 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

172 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 10

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 28 September 2026. No other catalogue keeps this.

28 Sep 5 tool descriptions were rewritten get_vehicle_efficiency, get_vehicle_fitment, get_vehicle_safety and 2 more

28 Sep 5 tools changed the parameters they ask for get_vehicle_efficiency, get_vehicle_fitment, get_vehicle_safety and 2 more

Nothing serious here today

Today is the operative word: we check AUTO411 Vehicle Intelligence every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 13 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "auto411-vehicle-intelligence": {
      "url": "https://mcp.411specs.com/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.auto411-vehicle-intelligence]
url = "https://mcp.411specs.com/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "auto411-vehicle-intelligence": {
      "url": "https://mcp.411specs.com/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "auto411-vehicle-intelligence": {
      "url": "https://mcp.411specs.com/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

vehicle

get_vehicle_efficiency

Use this for available EPA city, highway, and combined MPG, MPGe, range, fuel-cost, emissions, and related efficiency facts after vehicle identity resolves safely. Ambiguous EPA variants remain NEEDS_IDENTITY.

get_vehicle_fitment

Use this for wheel and tire fitment after identifying a vehicle by VIN or year, make, and model. Returns available OEM tire sizes, bolt pattern / PCD, center bore, wheel offset, and thread / lug size without guessing through ambiguous configurations.

get_vehicle_safety

Use this for available NHTSA-backed recalls, complaints, investigations, manufacturer communications, and safety ratings. Safety facts remain explicitly YMM-scoped and never establish configuration identity.

get_vehicle_specs

Use this when engine and powertrain specifications are needed for a vehicle identified by VIN or year, make, and model. Returns normalized supported facts such as engine, displacement, cylinders, horsepower, transmission, drivetrain, and fuel type only after identity resolves safely.

resolve

resolve_vehicle

Use this when identifying a vehicle from a full VIN or from year, make, and model with optional configuration refinements. Returns MATCHED_SINGLE, NEEDS_IDENTITY, or NO_MATCH and never silently chooses among legitimate configurations.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.411specs.com/mcp	streamable-http	answering	229 ms	13 min ago

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AUTO411 Vehicle Intelligence — questions

Answers built from our own checks of this server.

What can AUTO411 Vehicle Intelligence do?

It exposes 5 tools, read directly from the server on our last check. Among them: get_vehicle_efficiency, get_vehicle_fitment, get_vehicle_safety, get_vehicle_specs, resolve_vehicle. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is AUTO411 Vehicle Intelligence working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 172 ms. The bar chart above shows every period we have measured.

How do I connect AUTO411 Vehicle Intelligence?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does AUTO411 Vehicle Intelligence need an API key?

No. AUTO411 Vehicle Intelligence completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AUTO411 Vehicle Intelligence?

It answers our handshake in 172 ms on average, which is faster than 68% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.