MCP For Claude Marketplace
Count Words for Agents

Count Words for Agents MCP Connector for Claude

A+

Text analysis tool that counts words, characters, sentences, and paragraphs. Validates maximum length constraints so AI agents can generate text that strictly respects exact limits.

1 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

Goal: Provide exact text measurement to prevent agent hallucinations regarding length limits.

Problem: LLMs cannot natively count characters or words accurately. When given constraints like 'write a 280-character tweet' or 'summarize in under 500 words', agents often fail or hallucinate the counts. This breaks downstream automation workflows.

Mechanism: This MCP equips agents with deterministic validation tools. It calculates exact metrics for words, characters (with/without spaces), sentences, and paragraphs. Furthermore, passing the max parameter enables server-side threshold validation, instantly returning boolean pass metrics and remaining capacity.

Advantage: Agents can self-correct before outputting final responses. By validating their drafts against hard constraints, you guarantee compliance for SEO descriptions, social media APIs, and strict formatting guidelines.

word-countcharacter-counttext-analysislength-validation

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

text

Use this strictly to measure character limits or string lengths without assuming any specific platform constraints. Measures the exact character length of a text string, with or without spaces

See how to talk to your AI agent using Count Words for Agents.

Can you help me write an essay on climate change? It needs to be exactly between 400 and 500 words.

Here is your essay on climate change. I have verified its length: it is exactly 450 words, comfortably within your 400-500 word limit.

I need to post this update on Twitter/X, but I'm not sure if it fits. Can you check?

Your text contains 250 characters (including spaces). This is within the 280-character limit, so you are good to post it on Twitter/X!

Write an introductory paragraph for my new blog. It must be exactly 3 sentences long.

Here is your introduction. I've structured it to be concise and impactful, and verified that it contains exactly 3 sentences as requested.

How long would it take the average person to read my 8-page newsletter draft?

Based on an average reading speed of 200 words per minute, your newsletter draft of 3,150 words will take approximately 15 minutes and 45 seconds to read.

Yes, the character counting tool provides an `includeSpaces` boolean option to include or exclude spaces.

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