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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Claude Prompt Caching Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze prompt structures to maximize cache hit rates and reduce latency.

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 Claude Prompt Caching Optimizer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Claude Prompt Caching Optimizer.

  1. 01

    Recommend optimal layout

    Generates a blueprint for how the prompt components should be reordered

  2. 02

    Validate caching strategy

    Checks if the user's prompt structure violates the fundamental rule of cache continuity

  3. 03

    Analyze prompt structure

    Evaluates the current arrangement of a prompt to determine its efficiency

Observed, not estimated

835ms average. Fast in production.

Claude Prompt Caching Optimizer is checked daily against the live service.

Daily averagePeak 996ms
Aug 20Today
Fastest day
667ms
Slowest day
996ms
14-day trend
Slowing+23%

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

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

Claude Prompt Caching Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_BKXlrpEWiKIkSPC7MeaPdE0xaxhSAyuLeaGjZr0Q/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 — Claude Prompt Caching Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "claude-prompt-caching-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BKXlrpEWiKIkSPC7MeaPdE0xaxhSAyuLeaGjZr0Q/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 Claude Prompt Caching Optimizer owners ask.

  • 01

    How does this capability help reduce costs?

    By using analyze_prompt_structure, you can identify how many tokens can be reused from the cache, which directly reduces the number of input tokens you pay for in each request.

  • 02

    What is a cache-friendly prompt?

    A cache-friendly prompt is one where all stable segments (like the system prompt) are placed at the beginning, ensuring the cache remains valid as new volatile content is added to the end.

  • 03

    Can I use this with Cursor or Claude Desktop?

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

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