mcp.vin
mcp.vinmcp.vin is a free, open-source vehicle identification number (VIN) decoder that extracts factory specifications and safety data from public government databases like NHTSA and EPA. The platform provides comprehensive reports including engine details, fuel economy, recall status, and consumer complaints, accessible via a web interface or programmatically through a REST API and MCP server.
LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.
Normalized 0–100 · last 8 weeks
DataForSEO API
Get LLM mention data of any company via DataForSEO API
Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.
How to get LLM mention data →// Fetch mcp.vin mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "mcp.vin", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]