How do I add new words to my list?

You simply tell your AI client to use the add_session_vocabulary capability, providing the words and the session ID.

Can I see all the words I have ever learned?

Yes, you can ask your agent to use the get_total_vocabulary capability to see your entire aggregated English word bank.

Does this work with Claude or Cursor?

Yes, this MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

How does it track my progress?

The MCP uses the get_mastery_statistics capability to analyze how your vocabulary is distributed across different mastery levels.

Do I need to manage my own database?

No, Vinkius hosts the MCP and manages the data, so you only need to connect your client once.

How do I add new words?

You can use the add_session_vocabulary capability to submit a list of words, their definitions, and their parts of speech from a specific session.

Can I filter my vocabulary list?

Yes, the get_total_vocabulary capability allows you to filter your master list by part of speech or by a specific search term.

How is mastery tracked?

Mastery is tracked via the verdict assigned during word entry. You can view the distribution of your words using getMasteryStatistics.

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Connect Vocabulary Total 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. Keep every new English word you learn in one place.

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 Vocabulary Total capability set.

These are the exact actions your AI can choose when you ask it to work with Vocabulary Total.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Vocabulary Total.

01
Add session vocabulary
This capability adds a set of English words from a specific learning session to your master list.
02
Get mastery statistics
This capability analyzes how your vocabulary is distributed across different mastery levels.
03
Get session summary
This capability retrieves a summary of the vocabulary you learned during a specific session.
04
Get total vocabulary
This capability provides your complete, aggregated list of all English vocabulary from every session.

One connector, every AI

Vocabulary Total 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 Vocabulary Total 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.

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 Vocabulary Total, so you can see the experience inside your AI.

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

Vocabulary Total Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_M7wF9yeZBeJCpjMkUml6t4Vx2TM5sPY8tQZtHCTe/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 — Vocabulary Total capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "vocabulary-total-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_M7wF9yeZBeJCpjMkUml6t4Vx2TM5sPY8tQZtHCTe/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 Vocabulary Total

See all the AI clients this connector works with ↑

Who it's for

Built for the work Vocabulary Total owners hand off.

This MCP is built for anyone serious about tracking their English language progress through AI-assisted study.

01
Language Learners
People who want to automate the collection of new words during study sessions.
02
Tutors
Educators who want to track the vocabulary growth of their students via an AI agent.
03
Linguists
Researchers who need to aggregate word data from various text analysis sessions.

FAQ

Questions Vocabulary Total owners ask.

01
How do I add new words to my list?
You simply tell your AI client to use the add_session_vocabulary capability, providing the words and the session ID.
02
Can I see all the words I have ever learned?
Yes, you can ask your agent to use the get_total_vocabulary capability to see your entire aggregated English word bank.
03
Does this work with Claude or Cursor?
Yes, this MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.
04
How does it track my progress?
The MCP uses the get_mastery_statistics capability to analyze how your vocabulary is distributed across different mastery levels.
05
Do I need to manage my own database?
No, Vinkius hosts the MCP and manages the data, so you only need to connect your client once.
06
How do I add new words?
You can use the add_session_vocabulary capability to submit a list of words, their definitions, and their parts of speech from a specific session.
07
Can I filter my vocabulary list?
Yes, the get_total_vocabulary capability allows you to filter your master list by part of speech or by a specific search term.
08
How is mastery tracked?
Mastery is tracked via the verdict assigned during word entry. You can view the distribution of your words using getMasteryStatistics.

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Connect Vocabulary Total to Claude, Cursor, ChatGPT & more

Connect Vocabulary Total to ChatGPT, Claude and Gemini

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