MCP Qdrant Server with OpenAI Embeddings
Rank #36,419glama/amansingh0311/mcp-qdrant-openai
This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.
MCP Qdrant Server with OpenAI Embeddings is a Model Context Protocol (MCP) server published by amansingh0311. It ranks #36,419 of 137,875 servers tracked on MCP Toplist, and its repository has 7 GitHub stars. MCP Qdrant Server with OpenAI Embeddings is listed across 2 registries — Glama and PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 24, 2025.
Ranks ahead of 101,456 of 137,875 servers on MCP Toplist.
Use MCP Qdrant Server with OpenAI Embeddings
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Famansingh0311%2Fmcp-qdrant-openai)<a href="https://mcptoplist.com/server/glama%2Famansingh0311%2Fmcp-qdrant-openai"><img src="https://mcptoplist.com/badge/glama%2Famansingh0311%2Fmcp-qdrant-openai.svg" alt="MCP Toplist: Top 50% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
amansingh0311
Not versioned
This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains MCP Qdrant Server with OpenAI Embeddings?
- MCP Qdrant Server with OpenAI Embeddings is maintained by amansingh0311, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP Qdrant Server with OpenAI Embeddings listed on the Official MCP Registry?
- MCP Qdrant Server with OpenAI Embeddings is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does MCP Qdrant Server with OpenAI Embeddings have?
- MCP Qdrant Server with OpenAI Embeddings ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Qdrant Server with OpenAI Embeddings?
- The source code for MCP Qdrant Server with OpenAI Embeddings is hosted at github.com/amansingh0311/mcp-qdrant-openai.
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