Integrate Deep Talk with Claude, Cursor, Chatbots & AI Agents MCP Server

Equip your AI agent to analyze conversation datasets, extract topics, and monitor sentiment via the Deep Talk API.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

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Get account details on Deep Talk

Returns account-level metadata such as subscription tier, remaining processing credits, and user roles. Retrieve metadata and usage limits for your Deep Talk account

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Get dataset metadata on Deep Talk

Resolves creation dates, source integrations, and whether NLP clustering has completed. Get metadata and processing status for a specific dataset

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Get sentiment analytics on Deep Talk

Returns a distribution of positive, neutral, and negative sentiment scores across the dataset records. Retrieve a summary of sentiment across the entire dataset

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List analysis datasets on Deep Talk

Returns dataset metadata including names, record counts, and current processing status for NLP analysis. List all conversation datasets uploaded for analysis

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List available nlp models on Deep Talk

g., sentiment, intent, clusterers) that can be applied to datasets for analysis. List NLP models available for conversation categorization

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List connected sources on Deep Talk

Returns a list of connected external platforms, their synchronization status, and the volume of data ingested from each. List external data sources (e.g. Zendesk, Intercom) connected to Deep Talk

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List conversation clusters on Deep Talk

Returns groups of semantically similar conversations identified through unsupervised learning, including cluster sizes and representative keywords. List clusters of similar conversations identified in a dataset

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List extracted topics on Deep Talk

Returns a list of identified themes with their respective prevalence and importance scores within the specified dataset. List key topics and themes extracted from the conversation data

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List processing tasks on Deep Talk

Returns a list of active processing jobs, including ingestion and NLP analysis tasks, and their current completion percentages. List current data processing and analysis tasks

Search topics by keyword on Deep Talk

Identifies and returns themes that match the provided search term. Search for specific topics or themes within a dataset

Security & Code Integrity Audit

Every tool in the Deep Talk MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

Can I audit what my AI agents are doing with this integration?

Yes, Vinkius provides an immutable, HMAC-chained audit log. Every tool execution, payload, and response is tracked in real-time on your dashboard, giving you complete visibility into your agent's actions.

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

What if the AI ends up reading customer data or confidential information?

We have a built-in digital "bodyguard" called DLP (Data Loss Prevention). If a tool fetches data and the response contains social security numbers, credit cards, or personal customer info, Vinkius magically blocks and erases that information before it is delivered to the AI. The AI works only with what is strictly necessary, and your sensitive data never leaks.

What languages are supported for analysis?

Deep Talk supports multiple languages for NLP analysis, including English, Spanish, Portuguese, and French. The agent retrieves results based on the analysis performed in your account.

Deep Talk Capabilities for AI Assistants

Add the Deep Talk tool to your AI Agents. The toolkit allows Claude and ChatGPT to securely fetch and update targeted data.

Next-Gen sentiment analysis Operations

The Deep Talk MCP translates LLM intent into specific sentiment analysis actions. Agents like Cursor use this to interface securely with your customer support infrastructure.

Cursor Copilot for conversation mining

The Deep Talk toolkit provides structured tools for conversation mining. It enables conversational interfaces like Claude Code to query and modify data within your customer support infrastructure.