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MCP Server for Qdrant

MCP Server for Qdrant

Public
Jimmy974/mcp-server-qdrant

Model Context Protocol server for storing and semantically searching text with metadata in a Qdrant vector database, featuring FastEmbed integration, environment-based configuration, and Docker support.

javascript
0 tools
May 30, 2025
Updated Jun 4, 2025

Supercharge Your AI with MCP Server for Qdrant

MCP Server

Unlock the full potential of MCP Server for Qdrant through LangDB's AI Gateway. Get enterprise-grade security, analytics, and seamless integration with zero configuration.

Unified API Access
Complete Tracing
Instant Setup
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Free tier available • No credit card required

Instant Setup
99.9% Uptime
10,000+Monthly Requests
Configuration Requirements
API Key
Configure authentication and required variables to access this MCP server
Required Environment Variables
COLLECTION_NAME
Optional
string

The name of the collection in Qdrant

Default: memories
QDRANT_URL
Optional
string

The URL of the Qdrant server

Default: http://localhost:6333
EMBEDDING_PROVIDER
Optional
string

The embedding provider to use

Default: fastembed
EMBEDDING_MODEL
Optional
string

The embedding model to use

Default: sentence-transformers/all-MiniLM-L6-v2
QDRANT_API_KEY
Optional
string

Your API key for Qdrant

Security Notice

Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.

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