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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Chain-of-Thought Skeleton Verifier with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Validates the structural integrity and parsing patterns of ReAct and Chain-of-Thought agent outputs.

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 Chain-of-Thought Skeleton Verifier capability set.

These are the exact actions your AI can choose when you ask it to work with Chain-of-Thought Skeleton Verifier.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Chain-of-Thought Skeleton Verifier.

  1. 01

    Analyze structure

    Performs a deep structural scan of a raw agent output string to validate its skeleton

  2. 02

    Get ratio metrics

    Calculates higher-level behavioral metrics derived from the structural analysis

  3. 03

    Validate sequence flow

    Checks if the order of identified blocks adheres to the logical ReAct loop

Observed, not estimated

723ms average. Fast in production.

Chain-of-Thought Skeleton Verifier is checked daily against the live service.

Daily averagePeak 921ms
Aug 20Today
Fastest day
610ms
Slowest day
921ms
14-day trend
Slowing+18%

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 Chain-of-Thought Skeleton Verifier, so you can see the experience inside your AI.

It does not authenticate your account with Chain-of-Thought Skeleton Verifier. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Chain-of-Thought Skeleton Verifier Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SX8YQK6VgxKp2lw0GPkgcOK1OaBkpL1WDfLIicKS/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 — Chain-of-Thought Skeleton Verifier capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "chain-of-thought-skeleton-verifier-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SX8YQK6VgxKp2lw0GPkgcOK1OaBkpL1WDfLIicKS/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 Chain-of-Thought Skeleton Verifier owners ask.

  • 01

    What does analyze_structure do?

    The analyze_structure capability performs a deep scan of raw agent text to verify if it follows tag-based or keyword-based patterns, checking for complete reasoning blocks.

  • 02

    How can I detect impulsive agent behavior?

    You can use get_ratio_metrics to calculate the action-to-thought ratio. A high ratio indicates the agent is acting without sufficient reasoning.

  • 03

    Does this support both XML tags and keyword prefixes?

    Yes, the analyze_structure capability supports both tag_based mode for XML-style tags and keyword_based mode for prefix-style keywords.

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