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mcp/harbor
Verified official

AUTO411 Vehicle Intelligence MCP

v3.0.0

io.github.simonizer69/auto411-vehicle-intelligence

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

transport:streamable-http tools:5

Target client

run in your project directory 

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

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

resolve_vehicle Read-only

resolve vehicle

get_vehicle_specs Read-only

get vehicle specs

get_vehicle_fitment Read-only

get vehicle fitment

get_vehicle_safety Read-only

get vehicle safety

get_vehicle_efficiency Read-only

get vehicle efficiency

All 5 tools, one page each

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.