Roboflow MCP Server for WindsurfGive Windsurf instant access to 29 tools to Add Projects To Folder, Auto Label, Cancel Training, and more

Connect Roboflow to your AI agent to streamline your computer vision pipeline. From dataset management to model training and inference, handle your entire CV lifecycle through natural language.

Windsurf's Cascade agent chains multiple Roboflow tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 29 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

What you can do

• Workspace & Project Management — List projects, create new ones, or fork from Roboflow Universe to jumpstart your development.
• Dataset Operations — Upload images (via URL or Base64), manage versions, and download datasets in various formats like COCO or YOLO.
• Model Training — Start training runs, monitor results, and retrieve precise performance metrics (mAP, precision, recall) for any version.
• Image Search — Search and filter images within your workspace to audit your data and improve model accuracy.
• Inference & Results — Run inference on images and retrieve results to verify model behavior in real-time.

The Roboflow MCP Server exposes 29 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.