
Connect Reading Time Estimator to ChatGPT, Claude and Gemini
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. Turn word counts into actionable reading schedules.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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.

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.
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.
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.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Reading Time Estimator.
- 01
Calculate completion date
This capability calculates the specific date you will finish reading based on your total time remaining and daily commitment.
- 02
Compare reading programs
Use this to see the difference in finish dates between two different daily reading schedules.
- 03
Estimate reading duration
This capability determines the total hours and minutes required to read a text using your speed and the text's complexity.
Real work
What teams actually run
Academic Planning
Estimate how many days it will take to finish a research paper or textbook chapter.
Reading Goals
Calculate when you will finish a specific book based on your daily free time.
Workload Management
Determine if you have enough time in a week to finish a long report.
Habit Optimization
Compare reading for 20 minutes versus 40 minutes to see the time saved.
One connector, every AI
Reading Time Estimator 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Reading Time Estimator 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
711ms average. Fast in production.
Reading Time Estimator is checked daily against the live service.
- Fastest day
- 549ms
- Slowest day
- 832ms
- 14-day trend
- Improving-7%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Reading Time Estimator, so you can see the experience inside your AI.
It does not authenticate your account with Reading Time Estimator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Reading Time Estimator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Cg64YXjoIFalKhxrt7x6Kon0d5H1qc9NJafZwHo2/mcpClaude 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 — Reading Time Estimator capabilities are ready to use.
{
"mcpServers": {
"reading-time-estimator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Cg64YXjoIFalKhxrt7x6Kon0d5H1qc9NJafZwHo2/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? Set up Reading Time Estimator in Claude and other AIs
Who it's for
Built for the work Reading Time Estimator owners hand off.
This MCP is for anyone managing large volumes of text or long-term reading goals.
- 01
Students
They hand off textbook word counts to the AI to plan study sessions.
- 02
Researchers
They use it to estimate how long it will take to get through a stack of papers.
- 03
Avid Readers
They use it to set realistic completion dates for their book lists.
FAQ
Questions Reading Time Estimator owners ask.
- 01
How does the MCP calculate reading time?
It uses the word count of the text combined with your specified reading speed and the complexity of the material.
- 02
Can I use this with Claude?
Yes, you can connect this MCP to any compatible client including Claude, Cursor, and Windsurf.
- 03
Can it tell me when I will finish a book?
Yes, if you provide the total reading time and how many minutes you plan to read each day, it will calculate the completion date.
- 04
Does it account for different reading speeds?
Yes, you can choose between slow, average, or fast reading speeds for your estimates.
- 05
How do I compare two different reading schedules?
You can ask your agent to compare two different daily reading programs to see the difference in time saved.
- 06
How does the complexity factor work?
If you set isTechnical to true in estimate_reading_duration, the capability applies a 1.5x multiplier to account for denser content.
- 07
Can I estimate based on pages instead of words?
Yes, by providing pageCount and wordsPerPage to the estimate_reading_duration capability, it will calculate the total word count automatically.
- 08
Does it support different reading speeds?
Yes, you can choose between 'slow', 'average', and 'fast' benchmarks in the speedLevel parameter.
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Connect Reading Time Estimator to Claude, Cursor, ChatGPT & more
