w3-mcp-server-qdrant
Rank #14638glama/famtong8-dev/w3-mcp-server-qdrant
Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.
w3-mcp-server-qdrant is a Model Context Protocol (MCP) server published by famtong8-dev. It ranks #14638 of 58,832 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. w3-mcp-server-qdrant is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 28, 2026.
Ranks ahead of 44,194 of 58,832 servers on MCP Toplist.
Use w3-mcp-server-qdrant
w3-mcp-server-qdrant doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
famtong8-dev
Other servers by famtong8-dev
View all famtong8-dev servers →Not versioned
This server is published through a registry that does 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
- What is w3-mcp-server-qdrant?
- Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.
- Who maintains w3-mcp-server-qdrant?
- w3-mcp-server-qdrant is maintained by famtong8-dev, which publishes 3 MCP servers (0 total versions) tracked on MCP Toplist.
- Is w3-mcp-server-qdrant an official MCP server?
- w3-mcp-server-qdrant is not on the Official MCP Registry. It is listed on Glama.
- How many versions does w3-mcp-server-qdrant have?
- w3-mcp-server-qdrant ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for w3-mcp-server-qdrant?
- The source code for w3-mcp-server-qdrant is hosted at github.com/famtong8-dev/w3-mcp-server-qdrant.