How do I connect my DeepOpinion models to my AI client?

You subscribe to the MCP on Vinkius and enter your DeepOpinion API Key. Once connected, your AI client can immediately see and use your models.

Can I run predictions on many rows of text at once?

Yes, you can use the predict_batch capability to run predictions on arrays of text strings for efficient, large-scale analysis.

Do I need to write code to use my custom models?

No, this is a no-code solution. Your agent uses the capabilities provided by the MCP to interact with your models through natural language.

Which AI clients can use this MCP?

This MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

How do I know which model IDs to use?

You can use the list_models capability to see all the available models and their corresponding IDs in your DeepOpinion account.

How can I see which NLP models are available in my account?

You can use the list_models capability. Your AI agent will retrieve a complete list of all custom models you have trained or have access to in DeepOpinion.

Can I process multiple sentences at once to save time?

Yes! Use the predict_batch capability. It allows you to send an array of text strings to a specific model_id, making it perfect for analyzing large datasets quickly.

What information do I need to run a prediction?

To use the predict capability, you need the model_id (which you can find using list_models) and the text you want to analyze.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Deepopinion No Code NLP Text AI API to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Run custom text analysis models directly through your AI agent.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through DeepOpinion.

01
List models
Retrieves all custom NLP models in your DeepOpinion account. Use this to find the right model ID for your task.
02
Predict batch
Processes multiple text strings in a single request. This is the fastest way to run high-volume analysis on large datasets.
03
Predict
Runs a single prediction using a specific model ID. Use this to get instant insights or classifications for a specific string of text.

Real work

What teams actually run

Customer Feedback Analysis

Your agent can automatically categorize incoming feedback into specific sentiment or topic buckets.

Support Ticket Routing

Use urgency or topic models to identify which tickets need immediate attention.

Large Scale Data Auditing

Run batch predictions on massive text datasets to find patterns or specific classifications.

Model Testing

Quickly verify how a new model performs on specific text samples through your agent.

Automate a task

Put DeepOpinion to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

How to run batch predictions

One connector, every AI

DeepOpinion works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put DeepOpinion to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

827ms average. Fast in production.

DeepOpinion is checked daily against the live service.

Daily averagePeak 1080ms

Oct 3Today

Fastest day: 637ms
Slowest day: 1080ms
14-day trend: Slowing+22%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of DeepOpinion, so you can see the experience inside your AI.

It does not authenticate your account with DeepOpinion. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

DeepOpinion Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_mAec2ijG3chSPeLolEquxc6ouGhbJvR4I8y7U67K/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — DeepOpinion capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "deepopinion-no-code-nlp-text-ai-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mAec2ijG3chSPeLolEquxc6ouGhbJvR4I8y7U67K/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up DeepOpinion in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work DeepOpinion owners hand off.

This MCP is built for professionals who already use DeepOpinion to train models but want to use those models within an AI-driven workflow.

01
Data Scientists
They use the MCP to test and validate custom models without writing boilerplate code.
02
Product Managers
They automate the categorization of customer feedback through natural language.
03
Developers
They add sophisticated text AI capabilities to their workflows using simple commands.

FAQ

Questions DeepOpinion owners ask.

01
How do I connect my DeepOpinion models to my AI client?
You subscribe to the MCP on Vinkius and enter your DeepOpinion API Key. Once connected, your AI client can immediately see and use your models.
02
Can I run predictions on many rows of text at once?
Yes, you can use the predict_batch capability to run predictions on arrays of text strings for efficient, large-scale analysis.
03
Do I need to write code to use my custom models?
No, this is a no-code solution. Your agent uses the capabilities provided by the MCP to interact with your models through natural language.
04
Which AI clients can use this MCP?
This MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.
05
How do I know which model IDs to use?
You can use the list_models capability to see all the available models and their corresponding IDs in your DeepOpinion account.
06
How can I see which NLP models are available in my account?
You can use the list_models capability. Your AI agent will retrieve a complete list of all custom models you have trained or have access to in DeepOpinion.
07
Can I process multiple sentences at once to save time?
Yes! Use the predict_batch capability. It allows you to send an array of text strings to a specific model_id, making it perfect for analyzing large datasets quickly.
08
What information do I need to run a prediction?
To use the predict capability, you need the model_id (which you can find using list_models) and the text you want to analyze.

Explore

More in Developer Tools

Connect DeepOpinion to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

List models

Predict batch

Predict

What teams actually run

Customer Feedback Analysis

Support Ticket Routing

Large Scale Data Auditing

Model Testing

Building your own app? The connector is yours to use.

DeepOpinion Connector

Claude Desktop

Data Scientists

Product Managers

Developers

How do I connect my DeepOpinion models to my AI client?

Can I run predictions on many rows of text at once?

Do I need to write code to use my custom models?

Which AI clients can use this MCP?

How do I know which model IDs to use?

How can I see which NLP models are available in my account?

Can I process multiple sentences at once to save time?

What information do I need to run a prediction?

NLP Cloud AI Connector

MonkeyLearn AI Connector

MonkeyLearn AI Connector

MonkeyLearn AI Connector

Suggestions

Fliki (AI Text-to-Video & Speech API) AI Connector

Code Block Token Analyzer AI Connector

Text Diff Engine AI Connector

CodeRabbit AI Connector