Text Intelligence Mcp

Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/varvararatta-text-intelligence-mcp

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

6 read · 0 write · 0 deleteRead-only

Secrets

None asked for

Install scripts

Nothing to install (hosted)

Runs as

Hosted (remote endpoint)

Tools (6)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• analyze_sentiment

  Analyze sentiment of text (positive/negative/neutral). Returns: {score, label, confidence}

• detect_language

  Detect language of text using character frequency analysis. Returns: {language, confidence, method}

• extract_keywords

  Extract top keywords from text using TF scoring. Returns: {keywords: [{word, score}], total_words}

• find_duplicates

  Find duplicate or near-duplicate texts using Jaccard similarity. Returns: {duplicates: [{text1_idx, text2_idx, similarity}]}

• health_check

  Server health check.

• summarize_text

  Extractive summarization — picks most important sentences. Returns: {summary, sentences_used, original_length}

Signals

Stars

0

Forks

0

Open issues

0

Last commit

Jul 27, 2026 (3 months ago)

Last release

Jun 26, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

io.github.varvararatta/text_intelligence_mcp

Version

1.0.0

Auth

Auth not stated

License

License unknown

Repository

github.com/varvararatta/botfactory-mcp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql