Related MCP Server Resources

Explore more AI models, providers, and integration options:

  • Explore AI Models
  • Explore AI Providers
  • Explore MCP Servers
  • LangDB Pricing
  • Documentation
  • AI Industry Blog
  • Sanity MCP Server
  • sanderkooger-mcp-server-ragdocs
  • Python Codebase Analysis RAG System
  • Azure Cosmos DB MCP Server
  • Image Generator MCP Server
Back to MCP Servers
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
OPENAI_API_KEY
Optional
string

Your OpenAI API key

QDRANT_API_KEY
Optional
string

Your Qdrant API key (if applicable)

QDRANT_URL
Optional
string

URL to your Qdrant instance

Default: http://localhost:6333

Security Notice

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

Publicly Shared Threads0

Discover shared experiences

Shared threads will appear here, showcasing real-world applications and insights from the community. Check back soon for updates!

Share your threads to help others
Related MCPs5
  • Sanity MCP Server
    Sanity MCP Server

    Connect Sanity projects with AI tools via the Model Context Protocol to enable natural language cont...

    Added May 30, 2025
  • sanderkooger-mcp-server-ragdocs
    sanderkooger-mcp-server-ragdocs

    Provides vector-based semantic search and real-time context augmentation for AI assistants by retrie...

    Added May 30, 2025
  • Python Codebase Analysis RAG System
    Python Codebase Analysis RAG System

    Analyzes Python codebases using AST to extract and vectorize code elements, enabling advanced queryi...

    Added May 30, 2025
  • Azure Cosmos DB MCP Server
    Azure Cosmos DB MCP Server

    Enables seamless, secure interaction between AI language models and Azure Cosmos DB by translating n...

    Added May 30, 2025
  • Image Generator MCP Server
    Image Generator MCP Server

    Generates images from text prompts using OpenAI's DALL·E 3 model via Model Context Protocol, enablin...

    1 tools
    Added May 30, 2025