Nyckel ML MCP Server

Connect your Nyckel machine learning account to your AI agent and leverage powerful automated classification and semantic search through natural conversation.

What you can do

• Automated Classification — Send text or image URLs to your trained ML functions to get instant predictions and confidence scores.
• Semantic Search — Query your search function galleries to find semantically similar samples based on input data.
• Function Management — List all ML functions in your account and retrieve detailed configuration and metadata.
• Training Oversight — Access the data samples used to train your functions and monitor assigned labels.
• Sample Annotation — Upload new training samples and manually assign or update classification labels.
• Label Discovery — Retrieve the set of all available labels and categories defined for your ML models.
• Account Insights — Access profile and workspace metadata for your authenticated Nyckel account.

How it works

1. Subscribe to this server
2. Enter your Nyckel Client ID and Client Secret
3. Start processing data with AI from Claude, Cursor, or any MCP client

Who is this for?

• AI Developers — quickly test classification models or search galleries without writing custom integration code.
• Data Scientists — monitor training samples and prediction accuracy directly from your workspace.
• Content Moderators — automate the classification of user-generated content using custom-trained ML functions.