Qdrant MCP Server
Rank #3921glama/mhalder/qdrant-mcp-server
Provides semantic search capabilities using a local Qdrant vector database and OpenAI embeddings for building private knowledge bases and document search systems without sending data to external services.
Qdrant MCP Server is a Model Context Protocol (MCP) server published by mhalder. It ranks #3921 of 58,832 servers tracked on MCP Toplist, and its repository has 34 GitHub stars. Qdrant MCP Server 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 Oct 6, 2025.
Ranks ahead of 54,911 of 58,832 servers on MCP Toplist.
Listed on 2 registries
mhalder
Not versioned
This server is published through registries that do not expose explicit version metadata. The listing tracks a single rolling release.
Frequently asked questions
- What is Qdrant MCP Server?
- Provides semantic search capabilities using a local Qdrant vector database and OpenAI embeddings for building private knowledge bases and document search systems without sending data to external services.
- Who maintains Qdrant MCP Server?
- Qdrant MCP Server is maintained by mhalder, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Qdrant MCP Server an official MCP server?
- Qdrant MCP Server is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does Qdrant MCP Server have?
- Qdrant MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Qdrant MCP Server?
- The source code for Qdrant MCP Server is hosted at github.com/mhalder/qdrant-mcp-server.