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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Review Response Template Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Automated evaluation of business response quality, personalization, and tone alignment.

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 · 5 capabilities

The complete Review Response Template Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with Review Response Template Scorer.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Review Response Template Scorer.

  1. 01

    Evaluate tone alignment

    Check if response tone matches review sentiment

  2. 02

    Verify resolution adequacy

    Verify if negative reviews have a resolution

  3. 03

    Assess template uniqueness

    Assess template uniqueness

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Review Response Template Scorer.

  1. 04

    Calculate length efficiency

    Calculate length efficiency ratio

  2. 05

    Score personalization

    Score how personalized a response is

Observed, not estimated

655ms average. Fast in production.

Review Response Template Scorer is checked daily against the live service.

Daily averagePeak 910ms
Aug 20Today
Fastest day
517ms
Slowest day
910ms
14-day trend
Slowing+7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Review Response Template Scorer, so you can see the experience inside your AI.

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

Review Response Template Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4Mn4UDBAox8M0CoOaYLdAdKf49PqUDNI7PaujZ1v/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 — Review Response Template Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "review-response-template-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4Mn4UDBAox8M0CoOaYLdAdKf49PqUDNI7PaujZ1v/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 Review Response Template Scorer owners ask.

  • 01

    How does the personalization score work?

    The score_personalization capability checks if the response includes specific details from the review, such as the reviewer's name or mentioned products.

  • 02

    Can it detect repetitive responses?

    Yes, the assess_template_uniqueness capability compares your current response against a provided history of previous responses to identify high similarity scores.

  • 03

    Does it handle negative reviews?

    Absolutely. The verify_resolution_adequacy capability specifically checks if negative reviews are met with appropriate acknowledgment and an offer of action.

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