qdrant/mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

About the project

mcp-server-qdrant is a Model Context Protocol server that lets language-model applications store and retrieve semantic memories in Qdrant, a vector search engine. It is used in AI-powered editors, chats, and workflows that need searchable external context. The catalogue entry provides an agent add-on for using Qdrant as a memory layer.

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setup

01

qdrant/mcp-server-qdrant

Skill Claude CodeCodex

Configure the Qdrant Power after installation. Use this skill for missing uvx, missing environment variables, unapproved environment variables, unavailable Qdrant tools, "Failed to connect" errors, and setup requests.

not rated 1.5k +3 1mo ago C SkillSpector: warn 45 tokens original Apache-2.0