SERVER
w3-mcp-server-qdrant
Rank #19,477glama/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.
First listed
Mar 16, 2026
Last publish date
Apr 1, 2026
OVERVIEW
w3-mcp-server-qdrant is a Model Context Protocol (MCP) server published by famtong8-dev. It ranks #19,477 of 76,851 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. w3-mcp-server-qdrant is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Mar 16, 2026 and most recently updated on Apr 1, 2026.
STANDING
#19,477of 76,851 tracked serversTop 50%
Ranks ahead of 57,374 of 76,851 servers on MCP Toplist.
REGISTRIES
Listed on 1 registry
ORGANIZATION
famtong8-dev
MORE FROM THIS PUBLISHER
Other servers by famtong8-dev
View all famtong8-dev servers →VERSIONS
GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| 0.1.7 | Apr 1, 2026 |
| 0.1.5 | Mar 27, 2026 |
| 0.1.4 | Mar 26, 2026 |
| 0.1.3 | Mar 17, 2026 |
| 0.1.2 | Mar 16, 2026 |
FAQ
Frequently asked questions
- Who maintains w3-mcp-server-qdrant?
- w3-mcp-server-qdrant is maintained by famtong8-dev, which publishes 3 MCP servers (10 total versions) tracked on MCP Toplist.
- Is w3-mcp-server-qdrant listed on the Official MCP Registry?
- 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?
- No registry surfaces explicit version metadata for w3-mcp-server-qdrant; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Apr 1, 2026.
- 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.
EXPLORE