How does the compression work?

The capability rounds numbers greater than 1000 down to two significant digits to reduce the character count.

Which AI clients can use this MCP?

You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.

Does this capability change my original text?

No, it only analyzes the text and provides statistics on how much you could save if you chose to compress it.

Can I use this to find numbers in a string?

Yes, the validate_text_format capability checks for the presence of numbers in any text you provide.

Is there a cost to using this MCP?

Vinkius hosts and manages the MCP, and you can access it through your Vinkius subscription.

How does the compression calculation work?

The capability identifies numbers greater than 1000 and rounds them to two significant digits. It then calculates the difference in character length and estimates token savings using a divisor of 3.

What is the difference between the analysis capabilities?

Use analyze_number_compression for optimization metrics, get_number_statistics for raw character and token counts, and validate_text_format to simply check if numbers exist in the text.

Can I use this with Claude Desktop?

Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

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Connect Number Compression 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. Cut down your token costs by rounding large numbers.

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.

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.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Number Compression Calculator.

01
Analyze number compression
This capability calculates how much space you save by rounding large numbers to two significant digits. It provides specific estimates for character and token reduction.
02
Get number statistics
This capability provides raw density analysis for any text you provide. It counts the numbers present and estimates the total token weight of those values.
03
Validate text format
This capability performs quick checks to see if numeric data exists within a string. It is useful for verifying if a block of text contains any numbers at all.

Real work

What teams actually run

Financial Report Summarization

Round large budget figures to two significant digits to save space while keeping the scale accurate.

Log File Analysis

Check large blocks of system logs for numeric density before feeding them to your agent.

Prompt Optimization

Calculate the potential savings of a prompt before you send it to your AI client.

Data Cleaning

Verify if a text string contains the numbers you need to process.

One connector, every AI

Number Compression Calculator 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 Number Compression Calculator 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

828ms average. Fast in production.

Number Compression Calculator is checked daily against the live service.

Daily averagePeak 943ms

Oct 3Today

Fastest day: 576ms
Slowest day: 943ms
14-day trend: Slowing+33%

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 Number Compression Calculator, so you can see the experience inside your AI.

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

Number Compression Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KvRwDmKODYAfxVwYfmiBJN3Mpq2F9epJMpQM8Zvv/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 — Number Compression Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "number-compression-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KvRwDmKODYAfxVwYfmiBJN3Mpq2F9epJMpQM8Zvv/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 Number Compression Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Number Compression Calculator owners hand off.

This is for anyone managing large-scale text inputs where token limits or costs are a concern.

01
Data Analysts
They hand off large datasets to an agent and need to keep the context window manageable.
02
Prompt Engineers
They use it to optimize long prompts for better efficiency and lower costs.
03
Software Developers
They use it to audit the numerical content of logs or data strings before processing.

FAQ

Questions Number Compression Calculator owners ask.

01
How does the compression work?
The capability rounds numbers greater than 1000 down to two significant digits to reduce the character count.
02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.
03
Does this capability change my original text?
No, it only analyzes the text and provides statistics on how much you could save if you chose to compress it.
04
Can I use this to find numbers in a string?
Yes, the validate_text_format capability checks for the presence of numbers in any text you provide.
05
Is there a cost to using this MCP?
Vinkius hosts and manages the MCP, and you can access it through your Vinkius subscription.
06
How does the compression calculation work?
The capability identifies numbers greater than 1000 and rounds them to two significant digits. It then calculates the difference in character length and estimates token savings using a divisor of 3.
07
What is the difference between the analysis capabilities?
Use analyze_number_compression for optimization metrics, get_number_statistics for raw character and token counts, and validate_text_format to simply check if numbers exist in the text.
08
Can I use this with Claude Desktop?
Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

Explore

More in Utilities

Connect Number Compression Calculator to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Analyze number compression

Get number statistics

Validate text format

What teams actually run

Financial Report Summarization

Log File Analysis

Prompt Optimization

Data Cleaning

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

Number Compression Calculator Connector

Claude Desktop

Data Analysts

Prompt Engineers

Software Developers

How does the compression work?

Which AI clients can use this MCP?

Does this capability change my original text?

Can I use this to find numbers in a string?

Is there a cost to using this MCP?

How does the compression calculation work?

What is the difference between the analysis capabilities?

Can I use this with Claude Desktop?

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