MCP For Claude Marketplace
Qdrant Payload Filter Builder

Qdrant Payload Filter Builder MCP Connector for Claude

A+

Convert MongoDB-style filters to valid Qdrant JSON payload structures.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

The Qdrant Payload Filter Builder acts as a structural guardrail for AI agents. It translates MongoDB-style filter dictionaries (using $gt, $lt, and $eq) into the strict Qdrant 'must' array format. Use generate_qdrant_filter to create valid JSON, validate_operator_syntax to check for unsupported operators, and analyze_filter_complexity to evaluate query depth.

qdrantmongodbpayload-buildervector-databasefilter-syntax

3 tools expose this connector's capabilities to your AI agent.

analyze_filter_complexity

Analyzes the computational complexity of a Qdrant filter

generate_qdrant_filter

Generates a Qdrant filter payload from a JSON specification

validate_operator_syntax

Validates the syntax of a specific Qdrant operator

See how to talk to your AI agent using Qdrant Payload Filter Builder.

Convert this filter to Qdrant: {category: 'electronics', price: {$gt: 50}}

[{"key": "category", "match": {"value": "electronics"}}, {"key": "price", "range": {"gt": 50}}]

Is this filter syntax clean? `{status: {$eq: 'active'}}`

The syntax is clean; no unsupported operators were found.

What is the complexity of this filter: `{price: {$gt: 10}, color: 'red'}`

The nesting depth is 1 and there are 2 total criteria.

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

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