MCP Servers

text-stats-ai-mcp

Provides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.

README

Text Stats Ai

By MEOK AI Labs — MEOK AI Labs MCP Server

Text Stats AI MCP Server — Text analysis tools.

Installation

pip install text-stats-ai-mcp

Usage

# Run standalone
python server.py

# Or via MCP
mcp install text-stats-ai-mcp

Tools

`word_count`

Comprehensive word, character, sentence, and paragraph counting.

Parameters:

text (str)

`reading_time`

Estimate reading time at given words-per-minute (default 238 adult average).

Parameters:

text (str)
wpm (int)

`keyword_density`

Analyze keyword frequency and density in text.

Parameters:

text (str)
top_n (int)
min_length (int)

`sentiment_score`

Basic sentiment analysis using lexicon-based scoring.

Parameters:

text (str)

Authentication

Free tier: 15 calls/day. Upgrade at meok.ai/pricing for unlimited access.

License

MIT — MEOK AI Labs

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