How do I use this MCP with Claude?

You connect to the Vinkius catalog once, and the capabilities become available for your AI client to call immediately.

Can it calculate reading speed too?

Yes, the capabilities are designed to calculate WPM for both typing and reading tasks.

What happens if I enter impossible numbers?

The validation capability checks if the metrics are logically sound and will flag speeds that are not physically possible for a human.

Can I analyze multiple attempts at once?

Yes, you can use the batch calculation capability to process a JSON array of multiple attempts.

Does this MCP require a subscription?

Access is managed through the Vinkius platform where you subscribe to use the hosted MCPs.

How is WPM calculated?

The calculate_wpm capability calculates speed by dividing the total word count by the duration in minutes.

Can I analyze multiple typing tests at once?

Yes, you can use batch_calculate_wpm to get aggregate statistics like average, max, and min speed from a list of attempts.

How are speed categories determined?

The get_speed_category capability assigns a tier such as Slow, Average, Fast, or Elite based on industry standard thresholds.

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Connect Words Per Minute Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise typing and reading speed metrics instantly.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

How Vinkius works: one connection, every tool, in any AI

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Complete set · 4 capabilities

The complete Words Per Minute capability set.

These are the exact actions your AI can choose when you ask it to work with Words Per Minute.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Words Per Minute.

01
Batch calculate wpm
Processes a list of multiple speed attempts at once. You provide a JSON array containing word counts and durations to get an overview of performance.
02
Calculate wpm
Calculates a single typing or reading speed. It uses the total word count and the time taken to find the WPM.
03
Get speed category
Determines the qualitative speed tier for a specific WPM value. It tells you exactly which speed bracket you fall into.
04
Validate input metrics
Checks that your word counts and time metrics are logically sound. It ensures the data you provide is physically possible.

One connector, every AI

Words Per Minute works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Words Per Minute to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

1009ms average. Fast in production.

Words Per Minute is checked daily against the live service.

Daily averagePeak 1137ms

Sep 23Today

Fastest day: 888ms
Slowest day: 1137ms
14-day trend: Slowing+13%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Words Per Minute, so you can see the experience inside your AI.

It does not authenticate your account with Words Per Minute. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Words Per Minute Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_xlbucTR9bVPNuBOEnyQhJoC69wPD2sC8QKJMTEuw/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Words Per Minute capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "words-per-minute-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xlbucTR9bVPNuBOEnyQhJoC69wPD2sC8QKJMTEuw/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? How to give Claude access to Words Per Minute

See all the AI clients this connector works with ↑

Who it's for

Built for the work Words Per Minute owners hand off.

This is for anyone tracking literacy or data entry performance through an AI interface.

01
Data Entry Specialists
They hand off their timed logs to the AI to track accuracy and speed trends.
02
Writing Coaches
They use the capability to categorize the reading speeds of their students.
03
Productivity Researchers
They provide batches of performance data to the AI for rapid analysis.

FAQ

Questions Words Per Minute owners ask.

01
How do I use this MCP with Claude?
You connect to the Vinkius catalog once, and the capabilities become available for your AI client to call immediately.
02
Can it calculate reading speed too?
Yes, the capabilities are designed to calculate WPM for both typing and reading tasks.
03
What happens if I enter impossible numbers?
The validation capability checks if the metrics are logically sound and will flag speeds that are not physically possible for a human.
04
Can I analyze multiple attempts at once?
Yes, you can use the batch calculation capability to process a JSON array of multiple attempts.
05
Does this MCP require a subscription?
Access is managed through the Vinkius platform where you subscribe to use the hosted MCPs.
06
How is WPM calculated?
The calculate_wpm capability calculates speed by dividing the total word count by the duration in minutes.
07
Can I analyze multiple typing tests at once?
Yes, you can use batch_calculate_wpm to get aggregate statistics like average, max, and min speed from a list of attempts.
08
How are speed categories determined?
The get_speed_category capability assigns a tier such as Slow, Average, Fast, or Elite based on industry standard thresholds.

Explore

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Connect Words Per Minute to Claude, Cursor, ChatGPT & more

Connect Words Per Minute Calculator to ChatGPT and Claude

Your AI does the work. We keep it safe and sound.