Deterministic Readability Scorer MCP Server for Claude CodeGive Claude Code instant access to 3 tools to Calculate Flesch Kincaid, Calculate Gunning Fog, Calculate Reading Time

Name: Deterministic Readability Scorer
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Claude Code is Anthropic's agentic CLI for terminal-first development. Add Deterministic Readability Scorer as an MCP server in one command and Claude Code will discover every tool at runtime. ideal for automation pipelines, CI/CD integration, and headless workflows via Vinkius.

Ask AI about this MCP Server for Claude Code

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The Deterministic Readability Scorer MCP Server for Claude Code is a standout in the Productivity category — giving your AI agent 3 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

Claude

ChatGPT

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Gemini

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VS Code

JetBrains

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+ other MCP clients

Classic Setup·bash

# Your Vinkius token. get it at cloud.vinkius.com
claude mcp add deterministic-readability-scorer --transport http "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"

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About Deterministic Readability Scorer MCP Server

AI models perceive text as 'tokens', not as phonetic syllables or strict sentence boundaries. Because of this, asking an LLM to calculate a Flesch-Kincaid readability score directly will always result in a mathematical hallucination. The Readability Scorer MCP solves this by routing text analysis through a deterministic V8 Javascript engine.

Claude Code registers Deterministic Readability Scorer as an MCP server in a single terminal command. Once connected, Claude Code discovers all 3 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where Deterministic Readability Scorer data drives decisions without human intervention.

The Superpowers

Flesch-Kincaid Precision: Automatically extracts total syllables, words, and sentences to provide mathematically perfect Reading Ease and Grade Level scores.
Gunning Fog Index: Determines the complexity of your text by algorithmically scanning for polysyllabic words (3+ syllables).
Exact Reading Time: Instead of guessing, it calculates the exact chronological reading time (minutes and seconds) based on a configurable WPM (Words Per Minute).
Zero-Dependency Architecture: Pure Javascript runtime execution means absolute processing speed with no external bloated packages.

The Deterministic Readability Scorer MCP Server exposes 3 tools through the Vinkius. Connect it to Claude Code in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 3 Deterministic Readability Scorer tools available for Claude Code

When Claude Code connects to Deterministic Readability Scorer through Vinkius, your AI agent gets direct access to every tool listed below — spanning text-analysis, flesch-kincaid, linguistic-analysis, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

calculate

Calculate flesch kincaid on Deterministic Readability Scorer

Provide the full text string. Analyzes text readability using the deterministic Flesch-Kincaid algorithm

calculate

Calculate gunning fog on Deterministic Readability Scorer

Provide the full text string. Analyzes text readability using the deterministic Gunning Fog index algorithm

calculate

Calculate reading time on Deterministic Readability Scorer

Provide the text and optionally the Words Per Minute (WPM) speed (defaults to 200). Provides an exact reading time estimation based on word count and WPM

Connect Deterministic Readability Scorer to Claude Code via MCP

Follow these steps to wire Deterministic Readability Scorer into Claude Code. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install Claude Code

Run npm install -g @anthropic-ai/claude-code if not already installed

Add the MCP Server

Run the command above in your terminal

Verify the connection

Run claude mcp to list connected servers, or type /mcp inside a session

Start using Deterministic Readability Scorer

Ask Claude: "Using Deterministic Readability Scorer, show me...". 3 tools are ready

Why Use Claude Code with the Deterministic Readability Scorer MCP Server

Claude Code provides unique advantages when paired with Deterministic Readability Scorer through the Model Context Protocol.

Single-command setup: `claude mcp add` registers the server instantly. no config files to edit or applications to restart

Terminal-native workflow means MCP tools integrate seamlessly into shell scripts, CI/CD pipelines, and automated DevOps tasks

Claude Code runs headlessly, enabling unattended batch processing using Deterministic Readability Scorer tools in cron jobs or deployment scripts

Built by the same team that created the MCP protocol, ensuring first-class compatibility and the fastest adoption of new protocol features

Deterministic Readability Scorer + Claude Code Use Cases

Practical scenarios where Claude Code combined with the Deterministic Readability Scorer MCP Server delivers measurable value.

CI/CD integration: embed Deterministic Readability Scorer tool calls in your deployment pipeline to validate configurations or fetch secrets before shipping

Headless batch processing: schedule Claude Code to query Deterministic Readability Scorer nightly and generate reports without human intervention

Shell scripting: pipe Deterministic Readability Scorer outputs into other CLI tools for data transformation, filtering, and aggregation

Infrastructure monitoring: run Claude Code in a cron job to query Deterministic Readability Scorer status endpoints and alert on anomalies

Example Prompts for Deterministic Readability Scorer in Claude Code

Ready-to-use prompts you can give your Claude Code agent to start working with Deterministic Readability Scorer immediately.

"What is the Flesch-Kincaid Grade Level of my latest blog post?"

"How many minutes will it take a user to read this newsletter?"

"Analyze this legal contract using the Gunning Fog Index."

Troubleshooting Deterministic Readability Scorer MCP Server with Claude Code

Common issues when connecting Deterministic Readability Scorer to Claude Code through Vinkius, and how to resolve them.

Command not found: claude

Ensure Claude Code is installed globally: npm install -g @anthropic-ai/claude-code

Connection timeout

Check your internet connection and verify the Edge URL is reachable

Deterministic Readability Scorer + Claude Code FAQ

Common questions about integrating Deterministic Readability Scorer MCP Server with Claude Code.

How do I add an MCP server to Claude Code?

Run claude mcp add --transport http "" in your terminal. Claude Code registers the server and discovers all tools immediately.

Can Claude Code run MCP tools in headless mode?

Yes. Claude Code supports non-interactive execution, making it ideal for scripts, cron jobs, and CI/CD pipelines that need MCP tool access.

How do I list all connected MCP servers?

Run claude mcp in your terminal to see all registered servers and their status, or type /mcp inside an active Claude Code session.

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