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Vinkius

text-readability Connector for AI agents.

1 live capability

Verify content complexity with exact US grade levels for SEO and compliance.

Live agent request text-readability / Connector

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AI Agent

Why people use text-readability

Text Readability Scorer for SEO and Content Compliance

This Connector replaces guesswork with data. You can ask your agent to run a full audit on any text, getting back exact scores that show you exactly where your copy is too dense.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get objective, mathematical proof of your text's complexity instead of just an AI's opinion.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 5,900+ Connectors

  1. Real-world use case 01

    Landing page conversion optimization

    A marketer asks their agent to check a landing page.

  2. Real-world use case 02

    Legal compliance audit

    A legal officer asks to verify if new terms are readable by a 6th grader.

  3. Real-world use case 03

    Medical article complexity check

    A health writer checks a medical article.

Complete set · 1capability

The complete text-readability capability set.

These are the exact actions your AI can choose when you ask it to work with text-readability.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through text-readability.

  1. 01 Capability

    Readability scorer

    Calculates rigorous readability metrics like Flesch-Kincaid and SMOG for any text. This helps you ensure your content meets specific audience requirements for SEO or legal standards.

Set up in minutes

One URL. Then ask text-readability to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use text-readability from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_W9oYvTG1iKIoemfx3IYYV7gFBzYooLvoTGNLAkwk/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it text-readability, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable text-readability for the conversation.

Where the request belongs

Work text-readability can move forward.

Built around the request

This is for content creators and compliance officers who need to prove their writing is accessible. It solves the problem of 'guessing' whether your audience will understand your message.

01

Content Marketer

Checks blog posts and social ads to ensure they hit an 8th-grade level for maximum mobile engagement.

02

SEO Specialist

Audits landing pages to keep readability scores high and reduce bounce rates from complex phrasing.

03

Legal Compliance Officer

Verifies that new terms of service or privacy policies are actually readable by a general audience.

04

Technical Writer

Simplifies complex software documentation so that non-technical users can follow instructions easily.

Bring your own AI

Change the model, client or framework. Keep text-readability connected.

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Before you connect

Questions about text-readability.

The practical details behind the request, access and result.

How does Text Readability Scorer help with SEO?

It provides objective scores that correlate with search engine preferences for readable content. You can quickly identify and simplify dense sections to help reduce your bounce rate.

Can I use Text Readability Scorer to check my legal documents?

Yes, it is perfect for verifying that terms of service or privacy policies are actually readable for your customers and meet specific grade-level requirements.

What is the Flesch-Kincaid score?

It is a standard formula that tells you what US grade level a piece of text corresponds to. This helps you ensure your content is reaching the right audience.

Does Text Readability Scorer work for long-form content?

Yes, it can analyze any amount of text you provide, from short social media posts to long-form white papers or medical articles.

How does Text Readability Scorer handle different reading styles?

It runs multiple algorithms like Gunning Fog and SMOG simultaneously and then gives you a consensus score to provide a more accurate picture of your text's difficulty.

Why should I use Text Readability Scorer instead of just asking my AI?

AI models are great at writing, but they aren't good at counting syllables or calculating complex linguistic formulas. This capability provides the mathematical proof you need for professional audits.

Why can't the LLM just estimate the reading level?

Readability formulas (like Flesch-Kincaid) require exact mathematical counts of syllables per word and words per sentence. LLMs operate on sub-word tokens, not syllables, making them notoriously bad at these calculations. This engine uses deterministic linguistic math.

What is a good Flesch Reading Ease score for web content?

For general consumer web content, aim for 60-70. This translates to an 8th-9th grade reading level, which is easily understood by 80% of adults. Legal or academic texts usually score in the 30s or lower.

Does this work for non-English text?

The formulas (Flesch, Fog, SMOG) were developed and calibrated specifically for the English language based on English syllable structures. While the engine will calculate a score for other languages, the grade-level mapping is only statistically accurate for English.

One connection away

Give your agent a direct line to text-readability.

Connect text-readability once. Keep it beside 5,900+ managed Connectors when the next task needs more.

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