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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Orama Search Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Generate syntactically perfect Orama search payloads with deterministic JSON structure.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Orama Search Engine capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Orama Search Engine.

  1. 01

    Build orama query

    Constructs a nested JSON object for Orama

  2. 02

    Get operator mapping summary

    Returns a summary of Orama operator mapping rules

  3. 03

    Validate filter syntax

    Validates the syntax of a filter dictionary

Observed, not estimated

642ms average. Fast in production.

Orama Search Engine is checked daily against the live service.

Daily averagePeak 763ms
Aug 20Today
Fastest day
490ms
Slowest day
763ms
14-day trend
Slowing+52%

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 Orama Search Engine, so you can see the experience inside your AI.

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

Orama Search Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_BQ7O5IoM6rjvkdusKaOa2Mt3EgaF6wXmj0IWNjuL/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 — Orama Search Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "orama-hybrid-search-query-builder-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BQ7O5IoM6rjvkdusKaOa2Mt3EgaF6wXmj0IWNjuL/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 Orama Search Engine owners ask.

  • 01

    What is the main purpose of this MCP server?

    It automates the creation of complex, nested JSON payloads for Orama search queries, ensuring syntactical correctness using build_orama_query.

  • 02

    How can I ensure my filter dictionary is valid?

    You should use the validate_filter_syntax capability to check your dictionary for any unsupported types or invalid characters before attempting to build a query.

  • 03

    What operators are supported for filtering?

    The server supports eq (equality), gt (greater than), and lt (less than) through its deterministic mapping logic.

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