Compression Ratio Calculator Connector for AI agents.
3 live capabilities
Measure text compression efficiency and token savings
Waiting for input…
Why people use Compression Ratio Calculator
Stop wasting tokens with Compression Ratio Calculator text analysis
With this MCP, your agent does the heavy lifting. You provide the text, and it hands you a precise breakdown of exactly what happened. You get the real numbers on token savings and efficiency tiers without ever leaving your chat interface.
What Vinkius changes
Get the Compression Ratio Calculator answer you need in the AI client you already use.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,400+ Connectors
- Real-world use case 01
Optimizing long-document summaries
An engineer asks their agent to summarize a 50-page report and uses the metrics to ensure the summary is significantly smaller than the source.
- Real-world use case 02
Testing prompt compression techniques
A developer tries a new way to shorten system prompts and uses the efficiency tier to see if it actually saves tokens.
- Real-world use case 03
Validating data encoding
A researcher compresses a dataset and uses the integrity capability to make sure the compressed version is still a valid representation.
Complete set · 3capabilities
The complete Compression Ratio Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Compression Ratio Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Compression Ratio Calculator.
- 01 Capability
Summarize efficiency tier
Assigns a qualitative label to your compression results. It tells you if your reduction is highly efficient or actually losing ground.
- 02 Capability
Get compression metrics
Calculates the raw numbers including token counts and savings percentages. This is your primary source for hard data.
- 03 Capability
Validate compression integrity
Confirms that the compressed text is a valid representation of the original. It ensures your data hasn't lost its core properties.
Set up in minutes
One URL. Then ask Compression Ratio Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Compression Ratio Calculator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Compression Ratio Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Compression Ratio Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Compression Ratio Calculator URL.
- Step 03
Save and start
Save the connection and enable Compression Ratio Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"compression-ratio-calculator": {
"url": "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Compression Ratio Calculator
Open Agent mode in chat and ask: "Using Compression Ratio Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"compression-ratio-calculator": {
"url": "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Compression Ratio Calculator
Ask Copilot: "Using Compression Ratio Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"compression-ratio-calculator": {
"url": "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Compression Ratio Calculator
Open Cascade and ask: "Using Compression Ratio Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"compression-ratio-calculator": {
"url": "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Compression Ratio Calculator
Ask Cline: "Using Compression Ratio Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add compression-ratio-calculator --transport http "https://edge.vinkius.com/vk_preview_vLUO7l0wZjfJWbIfXYm4XMdEiNw0h8Xlkf9qGRqX/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Compression Ratio Calculator
Ask Claude: "Using Compression Ratio Calculator, show me...". 3 tools are ready
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Bring your own AI
Change the model, client or framework. Keep Compression Ratio Calculator connected.
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Claude -
ChatGPT -
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Before you connect
Questions about Compression Ratio Calculator.
The practical details behind the request, access and result.
How can I use the Compression Ratio Calculator to save money on tokens?
You can use it to test different summarization methods. By checking the exact token savings, you can choose the method that reduces your input size the most without losing necessary information.
What does negative compression mean in the Compression Ratio Calculator?
Negative compression happens when your attempt to shorten text actually makes it larger in terms of token count. This capability flags these instances so you can fix your prompts.
Can I use the Compression Ratio Calculator to verify my data isn't corrupted?
Yes. The integrity capability allows you to confirm that the compressed version of your text still maintains the essential properties of the original input.
Does the Compression Ratio Calculator work with any text?
Yes, it is designed to evaluate any text pair to provide precise metrics on how much space you've saved.
How does the Compression Ratio Calculator categorize efficiency?
It uses qualitative tiers to tell you at a glance if your compression is highly efficient, moderately effective, or actually increasing the size of your data.
One connection away
Give your agent a direct line to Compression Ratio Calculator.
Connect Compression Ratio Calculator once. Keep it beside 6,400+ managed Connectors when the next task needs more.
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