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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Prompt Template Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic utility for balancing LLM token efficiency against semantic importance.

Included with plan

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Prompt Template Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Prompt Template Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Prompt Template Optimizer.

  1. 01

    Optimize template

    Calculate the most efficient version of a prompt template based on a specific strategy

  2. 02

    Analyze prompt efficiency

    Evaluate a single prompt configuration against established performance benchmarks

  3. 03

    Calculate variable overhead

    Estimate the hidden cost of using templates with many dynamic variables

Observed, not estimated

839ms average. Fast in production.

Prompt Template Optimizer is checked daily against the live service.

Daily averagePeak 1095ms
Aug 20Today
Fastest day
639ms
Slowest day
1095ms
14-day trend
Slowing+27%

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 Prompt Template Optimizer, so you can see the experience inside your AI.

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

Prompt Template Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_JwfSuEoCWCwZfbckPUWbQKyr1AaSXNGLXwvA5cyv/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Prompt Template Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "prompt-template-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_JwfSuEoCWCwZfbckPUWbQKyr1AaSXNGLXwvA5cyv/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

FAQ

Questions Prompt Template Optimizer owners ask.

  • 01

    How does the optimization strategy work?

    The capability calculates the ratio of importance to token count for each section. Depending on your chosen strategy, it will either prioritize minimizing tokens, maximizing quality, or finding a balance between the two.

  • 02

    Can I set a specific token limit?

    Yes, you can provide a target token limit to ensure the optimized prompt stays within your desired context window size.

  • 03

    What is variable injection cost?

    It is the estimated increase in token count caused by replacing template placeholders with actual data during runtime.

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