MCP For Claude Marketplace
N-gram Frequency Analyzer

N-gram Frequency Analyzer MCP Connector for Claude

A+

Extracts exact N-grams from English text and calculates diversity metrics.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

Connect your AI agent to the N-gram Frequency Analyzer via Vinkius Edge. This MCP server provides tools like compute_ngram_frequencies for detailed frequency maps, extract_top_patterns to find high-frequency sequences, and assess_linguistic_diversity for text complexity analysis.

ngramsnlptext-analysislinguisticsanalyticsfrequency

3 tools expose this connector's capabilities to your AI agent.

assess_linguistic_diversity

Categorizes the text into a complexity tier based on its linguistic variety

compute_ngram_frequencies

Provides a detailed breakdown of how often each specific N-gram appears and to calculate overall variety metrics

extract_top_patterns

Quickly identifies the most frequent sequences in a text without retrieving the entire dataset

See how to talk to your AI agent using N-gram Frequency Analyzer.

Analyze the bigrams in 'apple banana apple'.

The bigrams are 'apple banana' and 'banana apple'.

Find the top bigrams in 'a b a b'.

The top bigram is 'a b'.

What is the diversity ratio for 'test test' with n=2?

The diversity ratio is 1.0.

Use the `extract_top_patterns` tool to identify top N-grams.

Related Connectors

Natural Tokenizer Engine

Natural Tokenizer Engine MCP

1 tools Official

Tokenize text into words, numbers, emails, URLs, emojis, and hashtags deterministically. AI struggles with mixed content — this engine extracts exact linguistic entities instantly.

A+ View details →
DeepL

DeepL MCP

14 tools Official

Translate text between 30+ languages with neural machine translation that captures nuance and tone better than generic engines.

A+ View details →
Negative Volume Index Calculator

Negative Volume Index Calculator MCP

3 tools Official

Calculate NVI and PVI to identify smart money activity and market sentiment.

A+ View details →
DeepL

DeepL MCP

14 tools Official

Translate text between 30+ languages with neural machine translation that captures nuance and tone better than generic engines.

A+ View details →