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MCP Qdrant Server with OpenAI Embeddings

MCP Qdrant Server with OpenAI Embeddings

Public
amansingh0311/mcp-qdrant-openai

Provides semantic vector search and collection management using Qdrant database integrated with OpenAI embeddings for enhanced natural language query capabilities within the Model Context Protocol framework.

python
0 tools
May 29, 2025
Updated Jun 4, 2025

Supercharge Your AI with MCP Qdrant Server with OpenAI Embeddings

MCP Server

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

Unified API Access
Complete Tracing
Instant Setup
Get Started Now

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
QDRANT_API_KEY
Optional
string

Your Qdrant API key (if applicable)

QDRANT_URL
Optional
string

URL to your Qdrant instance

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

Your OpenAI API key

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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