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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Data Extraction Schema Evolver with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Automatically detect schema drift and propose structural updates to JSON schemas.

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 Data Extraction Schema Evolver capability set.

These are the exact actions your AI can choose when you ask it to work with Data Extraction Schema Evolver.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Data Extraction Schema Evolver.

  1. 01

    Analyze schema drift

    Identifies discrepancies between a provided JSON schema and a collection of new data examples

  2. 02

    Propose schema evolution

    Generates a modified JSON schema based on drift analysis results

  3. 03

    Validate evolution safety

    Checks if the proposed schema changes are safe and do not destroy existing functionality

Observed, not estimated

797ms average. Fast in production.

Data Extraction Schema Evolver is checked daily against the live service.

Daily averagePeak 1094ms
Aug 21Today
Fastest day
743ms
Slowest day
1094ms
14-day trend
Improving-10%

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 Data Extraction Schema Evolver, so you can see the experience inside your AI.

It does not authenticate your account with Data Extraction Schema Evolver. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Data Extraction Schema Evolver Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rARbYlOUyGETvDHD4xTYro1Mzx5HWXUdFppymxva/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 — Data Extraction Schema Evolver capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "data-extraction-schema-evolver-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rARbYlOUyGETvDHD4xTYro1Mzx5HWXUdFppymxva/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 Data Extraction Schema Evolver owners ask.

  • 01

    What is schema drift?

    Schema drift occurs when the structure of unstructured data changes over time, causing existing extraction schemas to fail or miss new information.

  • 02

    How does the capability ensure schema changes are safe?

    You can use the validate_evolution_safety capability to verify that proposed changes only add optional fields or expand types, preventing the destruction of existing functionality.

  • 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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