> For the complete documentation index, see [llms.txt](https://docs.roboflow.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.roboflow.com/changelog/explore-by-month/june-2026/vision-events-query-events-with-natural-language-via-mcp-server.md).

# Vision Events: Query events with natural language via MCP Server

The Roboflow MCP Server now includes Vision Events, so an MCP client like Claude, Cursor, or Codex can read your production vision data through natural language. Instead of building a query by hand, you can ask questions like "how many events did this deployment record in the past week" or "show the high-confidence detections from this camera" and get answers back from your event history.

This brings Vision Events into the same conversational surface you already use to build and deploy with Roboflow, making it easier to investigate edge cases, summarize activity across a fleet, and pull the numbers you need without leaving your agent.

[Learn more about the MCP Server](https://docs.roboflow.com/developer/mcp-server)