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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Qdrant Filter Builder with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Convert MongoDB-style filters to valid Qdrant JSON payload structures.

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 Qdrant Filter Builder capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Qdrant Filter Builder.

  1. 01

    Analyze filter complexity

    Analyzes the computational complexity of a Qdrant filter

  2. 02

    Generate qdrant filter

    Generates a Qdrant filter payload from a JSON specification

  3. 03

    Validate operator syntax

    Validates the syntax of a specific Qdrant operator

Observed, not estimated

524ms average. Fast in production.

Qdrant Filter Builder is checked daily against the live service.

Daily averagePeak 647ms
Aug 23Today
Fastest day
460ms
Slowest day
647ms
14-day trend
Improving-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 Qdrant Filter Builder, so you can see the experience inside your AI.

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

Qdrant Filter Builder Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yJ6ttm69gh5muC3sBsQSMeP3EEQBACzsCJzGv3SC/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 — Qdrant Filter Builder capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "qdrant-payload-filter-builder-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yJ6ttm69gh5muC3sBsQSMeP3EEQBACzsCJzGv3SC/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 Qdrant Filter Builder owners ask.

  • 01

    How do I use this with Qdrant?

    Use generate_qdrant_filter by providing a dictionary like {price: {$gt: 10}}.

  • 02

    What operators are supported?

    The capability supports $eq, $gt, and $lt.

  • 03

    Can it detect errors?

    Yes, validate_operator_syntax identifies unsupported MongoDB operators.

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