Vinkius
DeepOpinion

DeepOpinion MCP for AI. Analyze Text Sentiment and Topics Instantly

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

DeepOpinion (No-code NLP & Text AI API) MCP on Cursor AI Code EditorDeepOpinion (No-code NLP & Text AI API) MCP on Claude Desktop AppDeepOpinion (No-code NLP & Text AI API) MCP on OpenAI Agents SDKDeepOpinion (No-code NLP & Text AI API) MCP on Visual Studio CodeDeepOpinion (No-code NLP & Text AI API) MCP on GitHub Copilot AI AgentDeepOpinion (No-code NLP & Text AI API) MCP on Google Gemini AIDeepOpinion (No-code NLP & Text AI API) MCP on Lovable AI DevelopmentDeepOpinion (No-code NLP & Text AI API) MCP on Mistral AI AgentsDeepOpinion (No-code NLP & Text AI API) MCP on Amazon AWS Bedrock

Connect to your AI in seconds.

DeepOpinion MCP lets you run advanced Natural Language Processing (NLP) models through your AI agent without writing code. You can list all custom models available in your account, analyze single pieces of text for sentiment or topic, or process massive batches of data at once.

It's immediate text intelligence accessible via natural conversation.

What your AI can do

List models

Retrieves a list of all custom DeepOpinion models you have trained and deployed.

Predict batch

Processes multiple texts simultaneously, returning structured insights for every item in the list.

Predict

Runs an analysis on one specific text input using a chosen model ID.

See available models

Lists every custom NLP model you have access to within the DeepOpinion account.

Analyze single text strings

Runs a prediction on one specific piece of text using a targeted model ID, giving an instant result.

Process large text groups

Analyzes multiple texts at once (a batch), making it efficient for high-volume data review.

Determine sentiment

Uses dedicated models to classify the emotional tone of any given text as positive, negative, or neutral.

Categorize content topics

Assigns a specific topic or category (like 'Billing' or 'Shipping') to unstructured customer feedback.

Included with Plan

Waiting for input…

AI Agent

DeepOpinion (No-code NLP & Text AI API) Has 3 Tools

These tools allow your agent to list models, run predictions on single texts, and process large arrays of text data efficiently.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using DeepOpinion (No-code NLP & Text AI API) on Vinkius

List Models

Retrieves a list of all custom DeepOpinion models you have trained and deployed.

Predict Batch

Processes multiple texts simultaneously, returning structured insights for every...

Predict

Runs an analysis on one specific text input using a chosen model ID.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The DeepOpinion integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with DeepOpinion (No-code NLP & Text AI API), then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,100+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
DeepOpinion MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by DeepOpinion. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 3 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Manually sifting through unstructured feedback takes hours.

Today, if you get 50 customer complaint emails, your process looks like this: copy the email into a spreadsheet, manually read the subject line to guess the topic, and then use a separate sentiment checker tool on each row. If you have thousands of records, that’s days of repetitive clicking and guessing.

With DeepOpinion MCP, you just connect it to your AI agent. You tell it: 'Analyze these 50 tickets.' The agent uses the predict_batch tool under the hood, runs every text through all necessary models, and returns a clean table showing both the topic and the sentiment for all 50 records—in seconds.

DeepOpinion MCP gives you immediate access to specialized analysis.

The manual effort that vanishes is the need to switch between five different tools: a spreadsheet, a classification service, an API playground, and three different manual review steps. You don't have to copy model IDs; your agent handles the plumbing.

It’s not just faster; it changes what you can do. Instead of just knowing 'this text is negative,' you know exactly *why*—because DeepOpinion allows highly specific, custom models to run predictions.

What your AI can actually do with this

You have messy text—customer reviews, support tickets, survey responses. Trying to get structured insights from that raw data usually means writing boilerplate code and calling APIs manually. This MCP changes the game. You connect it to any AI agent through Vinkius, giving your assistant immediate access to powerful NLP models trained in DeepOpinion.

Need to know the overall mood of 100 customer reviews? Use the batch processing tool for a quick count. Only analyzing one specific sentence before sending an email? Run a single prediction. If you're just starting out and need to see what kind of analysis is possible, use the model listing tool first.

It’s all about turning text into actionable data points—sentiment scores, topic classifications, or keyword extractions—all by simply asking your agent in plain language.

Built · Hosted · Managed by Vinkius DeepOpinion MCP - NLP Text Analysis API
Server ID 019e5d11-5b24-72c2-a7b3-00212c1fe552
Vinkius Inspector
Compliance Grade A+
Score 98.33/100
Vinkius Inspector Badge — Score 98.33/100

Questions you might have

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

You can use the list_models tool. 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 tool. 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 tool, you need the model_id (which you can find using list_models) and the text you want to analyze.

How do I handle authentication when using the `list_models` tool? +

You must provide your DeepOpinion API Key during setup. This key authenticates your connection and ensures that any model listing or prediction request comes from your specific account.

What happens if I use the `predict` tool with an invalid Model ID? +

The system will return a clear error message detailing the incorrect Model ID. You'll need to run list_models first to verify and correct the identifier before retrying the prediction.

Are there any limits on how many texts I can use with `predict_batch`? +

The rate limit depends on your DeepOpinion subscription tier. For general usage, we recommend keeping batches under 100 items to maintain reliable performance and minimize potential throttling.

Can the `predict` tool handle non-text inputs or only pure strings? +

The predict function is designed exclusively for string analysis. It requires a simple, clean text input that matches the expected data type of your selected NLP model.

Does this MCP support all types of custom models I have trained in DeepOpinion? +

Yes, as long as the model is active and available within your DeepOpinion account, you can reference it via list_models and use its ID with the prediction tools.

Built & Managed by Vinkius 30s setup 3 tools

We've already built the connector for DeepOpinion. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 3 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
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