DatabasesOfficialPython

qdrant/mcp-server-qdrant

A Qdrant MCP server

0 starsUpdated Aug 28, 2026

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Overview

A Qdrant MCP server

docker build -t mcp-server-qdrant .

Configuration example is not available yet.

Store semantic memories
Ask your assistant to save information with optional metadata to Qdrant via `qdrant-store` for later retrieval.
Retrieve relevant memories
Use `qdrant-find` to search stored information with a natural language query and get matching results.
Build a code snippet library
Store code snippets with descriptions and retrieve them semantically, as shown in the Cursor and Claude Code setups.
Target specific collections
Store or search in a named collection via `collection_name`, or rely on the default set by `COLLECTION_NAME`.

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Run read-only SQL queries and inspect PostgreSQL schemas from your MCP client.

Stock market API made for AI agents

DatabasesOfficialPython

A Qdrant MCP server

0 starsUpdated Aug 28, 2026

Ads

A Qdrant MCP server

docker build -t mcp-server-qdrant .

Configuration example is not available yet.

Store semantic memories
Ask your assistant to save information with optional metadata to Qdrant via `qdrant-store` for later retrieval.
Retrieve relevant memories
Use `qdrant-find` to search stored information with a natural language query and get matching results.
Build a code snippet library
Store code snippets with descriptions and retrieve them semantically, as shown in the Cursor and Claude Code setups.
Target specific collections
Store or search in a named collection via `collection_name`, or rely on the default set by `COLLECTION_NAME`.