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amansingh0311-qdrant-openai-embeddings

Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.

Score
68.0632 signals
Evidence
7 stars · 6 forks
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

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What it is

MCP server Qdrant with OpenAI Embeddings, catalogued on PulseMCP. Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.

When to use it

Connects AI systems to Qdrant vector databases for semantic search using OpenAI embeddings, enabling contextual document retrieval and knowledge base querying.

Notes

Listed from the PulseMCP registry. The registry does not state a license. Check it before production use.