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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use natural with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Porter and Lancaster local text stemming. Reduce vocabulary size exactly and deterministically before feeding text to a vector database.

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 · 1 capability

The complete natural capability set.

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

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through natural.

  1. 01

    Stem text corpus

    Applies Porter or Lancaster stemming algorithms to tokenize and stem text

Observed, not estimated

846ms average. Fast in production.

natural is checked daily against the live service.

Daily averagePeak 1165ms
Aug 20Today
Fastest day
606ms
Slowest day
1165ms
14-day trend
Slowing+33%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 natural, so you can see the experience inside your AI.

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

natural Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_irXfMdMMaEZGVkqPil2LsPCgt9v0l0ULTfqQ1ZDs/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 — natural capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stemmer-lemmatizer-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_irXfMdMMaEZGVkqPil2LsPCgt9v0l0ULTfqQ1ZDs/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 natural owners ask.

  • 01

    Porter vs Lancaster?

    Porter is gentler and more common. Lancaster is aggressive and creates much shorter stems (sometimes stripping prefixes/suffixes completely).

  • 02

    Does it help with RAG?

    Yes! Stemming documents before embedding them reduces vector dimensionality and increases recall for different word variations.

  • 03

    Does it do tokenization?

    Yes, it automatically tokenizes the string, stems each word, and rejoins them for your convenience.

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