Verified entity · from the answer index
Qdrant
Agent-native — Qdrant ships an official MCP server, plus official library doors. the readiness map →
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Official doors
Published by the verified owner. Each door carries its own verification tier — there is no entity-level checkmark.
mcp-server-qdrant
glama:jejy5scw5i · source repository
claude mcp add js-client-rest -- npx -y @qdrant/js-client-rest
lib:npm:@qdrant/js-client-rest · source repository
5 declared tools: vector · search · neural · matching · client
lib:pypi:qdrant-client · source repository
Qdrant Docs MCP Server
glama:vgtjwfmrlo · source repository
Third-party doors
Independent software built for Qdrant by other publishers — separate builders, each with its own evidence. Not endorsed by Qdrant.
- better-qdrant-mcp-serverby wrediammcp · tested · static-verified · 53/100
- Qdrant APIby plushplutoapi · tested · static-verified · 33/100 · ★ 0
- Knowledge Base MCP Server (Qdrant)by devanshtbmcp · not yet verified · 13/100
- Qdrant Search MCPby webtoolboxmcp · not yet verified · 13/100
- qdrant-codebase-mcpby theepicsaxguymcp · not yet verified · 13/100
- Better Qdrant MCP Serverby wrediammcp · not yet verified · 8/100
- better-qdrant-mcpby jtsang4mcp · not yet verified · 8/100
- MADPANDA3D Qdrant MCPby madpanda3dmcp · not yet verified · 8/100
- MCP Memory Server with Qdrant Persistenceby delorenjmcp · not yet verified · 8/100
- MCP Qdrant Codebase Embeddingsby steiner385mcp · not yet verified · 8/100
- MCP Qdrant Semantic Searchby muhammedehab35mcp · not yet verified · 8/100
- MCP Qdrant Server with OpenAI Embeddingsby amansingh0311mcp · not yet verified · 8/100
…and 23 more in the corpus — ask the answer engine for the ranked pick.