Integrate N-Gram Frequency Engine with Claude, Cursor, Chatbots & AI Agents MCP Server

Exact deterministic unigram, bigram, and trigram counting over huge texts. Save tokens and guarantee 100% accurate phrase counts.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

extract

Extract ngram frequencies on N-Gram Frequency Engine

Extracts the top most frequent N-Grams (e.g. bigrams, trigrams) from a text deterministically

Security & Code Integrity Audit

Every tool in the N-Gram Frequency Engine 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.

FScore: 3.6

How Vinkius protects your data

Can I set different limits for each virtual assistant on my team?

Absolutely. You have full control in our command center. You can create an AI agent that only "reads" data so the support team can answer questions, and another superpowered agent that can "edit" and "create" information exclusively for your operations team. Each AI gets exactly the level of access you allow.

Is there a risk of the AI "going crazy" and deleting important company data?

No. With Vinkius, the AI operates on "rails". It can only make the exact moves you authorized in the tool's settings. It cannot invent routes, access other networks in your company, or decide to delete random files. If the action isn't in the approved catalog, the attempt is blocked instantly.

Does it lowercase the text automatically?

Yes, all text is automatically lowercased and tokenized natively to ensure accurate aggregation of phrases.

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 can AI Agents do with N-Gram Frequency Engine?

Integrate N-Gram Frequency Engine to provide your custom AI agents with direct read and write access to the capabilities listed below.

Mastering nlp with Agents

The N-Gram Frequency Engine server supports direct MCP connections for nlp. This provides Claude with the required permissions to execute developer tools functions.

Mastering text processing with Agents

The N-Gram Frequency Engine server supports direct MCP connections for text processing. This provides Claude with the required permissions to execute developer tools functions.