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Vinkius

Nyckel ML Connector for AI agents.

10 live capabilities

Run automated ML classifications and semantic searches on your data.

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AI Agent

Why people use Nyckel ML

Nyckel ML for Automated Content Classification

With this Connector, you just paste the link or text directly into your chat. Your agent handles the rest, providing the prediction and a confidence score immediately. You get the answer you need without ever leaving your workspace.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a direct chat interface to your machine learning operations.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    Automated Content Moderation

    A moderator asks the agent to check 50 user comments for hate speech using a specific function to see which ones need human review.

  2. Real-world use case 02

    E-commerce Image Discovery

    A merchant asks the agent to find 'shoes similar to this URL' to populate a new gallery with relevant products.

  3. Real-world use case 03

    Model Metadata Inspection

    A data scientist asks for the metadata of a specific ML function to check its confidence thresholds and configuration.

Complete set · 10capabilities

The complete Nyckel ML capability set.

These are the exact actions your AI can choose when you ask it to work with Nyckel ML.

Capability set01 / 03

01—04

4 capabilities in this set.

Part of 10 available through Nyckel ML.

  1. 01 Capability

    Annotate ml sample

    Assign a specific label to a training sample. This helps you organize your training data more effectively.

  2. 02 Capability

    Create ml sample

    Add a new training sample to your dataset. This makes it easy to expand your training library on the fly.

  3. 03 Capability

    Delete ml function

    Remove an ML function from your account. Use this to clean up old or unused models.

  4. 04 Capability

    Get ml function

    Retrieve specific configuration and metadata for an ML function. This provides a clear look at your model settings.

Capability set02 / 03

05—07

3 capabilities in this set.

Part of 10 available through Nyckel ML.

  1. 05 Capability

    Get account info

    Pull profile and workspace metadata for your authenticated account. This gives you a quick view of your account status.

  2. 06 Capability

    Invoke ml function

    Classify text or image data using a specific ML function. This provides immediate predictions for your data.

  3. 07 Capability

    List ml functions

    List all active ML functions in your Nyckel account. This helps you see every model you have available.

Capability set03 / 03

08—10

3 capabilities in this set.

Part of 10 available through Nyckel ML.

  1. 08 Capability

    List ml labels

    Retrieve all available labels and categories for your models. This ensures you use the correct categories every time.

  2. 09 Capability

    List ml samples

    View the list of training samples in your account. This lets you see your current training data at a glance.

  3. 10 Capability

    Semantic search

    Find semantically similar samples based on your input data. This helps you discover related content quickly.

Set up in minutes

One URL. Then ask Nyckel ML to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Nyckel ML from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_XHJXGFWpxs8iH5SOEbAtipKgPVXhxGte0LRcKzdL/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Nyckel ML, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Nyckel ML for the conversation.

Where the request belongs

Work Nyckel can move forward.

Built around the request

Data scientists and AI developers who need to interact with their models without constant context switching, and content moderators who need to automate high-volume classification tasks.

01

Data Scientist

Monitoring training samples and checking prediction accuracy for various models on a Tuesday afternoon.

02

AI Developer

Testing classification models and search galleries without writing custom integration code.

03

Content Moderator

Automating the classification of user-generated content using custom-trained ML functions.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
SigmaMind AI logo
01 10 capabilities

SigmaMind AI

Train custom computer vision models with your own images and deploy object detection and classification without ML expertise.

View Connector
Metatext logo
02 10 capabilities

Metatext

No-code NLP and AI model management via Metatext. run inference and manage datasets.

View Connector
Hugging Face logo
03 15 capabilities

Hugging Face

Access thousands of pre-trained AI models for NLP, vision, and audio tasks with the largest open-source machine learning hub.

View Connector
Scale AI logo
04 11 capabilities

Scale AI

Automate high-quality data labeling and RLHF workflows via Scale AI. create projects, manage batches, and submit annotation tasks directly from your AI agent.

View Connector
DeepOpinion (No-code NLP & Text AI API) logo
05 3 capabilities

DeepOpinion (No-code NLP & Text AI API)

Automate NLP and text analysis with DeepOpinion. list custom models, run single predictions, and process text batches directly from your AI agent.

View Connector
Abacus AI (Enterprise AI Cloud) logo
06 8 capabilities

Abacus AI (Enterprise AI Cloud)

Manage the full machine learning lifecycle via Abacus AI. create projects, train models, and deploy real-time prediction endpoints.

View Connector

Bring your own AI

Change the model, client or framework. Keep Nyckel connected.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • VS Code
  • Windsurf
  • ZCode
  • Cline
  • Zed
  • Continue
  • Kiro
  • Roo Code
  • Zencoder
  • Goose
  • Void
  • Augment Code
  • Amp
  • Qodo
  • Tabnine
  • Pieces
  • Sourcegraph Cody
  • JetBrains
  • Warp
  • Amazon Q
  • Antigravity
  • BoltAI
  • Raycast
  • Jan
  • LM Studio
  • AnythingLLM
  • Open WebUI
  • Msty
  • Cherry Studio
  • LibreChat
  • TypingMind
  • Chorus
  • 5ire
  • n8n
  • LangChain
  • LlamaIndex
  • CrewAI
  • Vercel AI SDK

Before you connect

Questions about Nyckel.

The practical details behind the request, access and result.

Can Nyckel ML MCP help me moderate comments automatically?

Yes. You can ask your agent to classify comments using your custom models, which allows you to identify and flag problematic content much faster.

How does Nyckel ML MCP find similar images?

It uses your account's semantic search functions to find samples that are visually or contextually similar to an image or URL you provide.

Can I use Nyckel ML MCP to manage my training data?

Yes. You can use it to view your current samples, create new ones, and assign labels to them directly through your AI client.

Is Nyckel ML MCP good for checking my ML model labels?

It is perfect for that. You can quickly list all available categories and check the labels on specific samples without opening a browser.

Can I see my ML functions using Nyckel ML MCP?

Yes. You can ask your agent to list all the functions in your account to see what models are ready for use and what their configurations are.

How do I use Nyckel ML MCP to classify new data?

Just provide the text or image URL in your chat and tell your agent which function to use. It will return the prediction and confidence score instantly.

How do I get my Nyckel credentials?

Log in to your Nyckel dashboard, navigate to your profile or settings, and look for the 'API Keys' section to find your Client ID and Client Secret.

Does this support image classification?

Yes! You can pass a publicly accessible image URL to the invoke_ml_function or semantic_search capabilities to classify or search based on visual content.

How accurate are the predictions?

Accuracy depends on the quality and quantity of training samples provided to your Nyckel function. The invoke_ml_function capability returns a confidence score for each prediction.

One connection away

Give your agent a direct line to Nyckel.

Connect Nyckel once. Keep it beside 5,900+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available