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About
Official Qdrant MCP server that turns any Qdrant collection into a semantic memory layer for AI agents. Supports create/list/delete collections, upsert points with payload, and hybrid search with filters. Runs against self-hosted Qdrant or Qdrant Cloud.
Example tools
Illustrative tool names — the actual tool set is defined by the server at runtime.
query
Run a read-only SQL query
list_tables
List tables in the connected database
describe_table
Return column info for a table
Screenshots
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Install Qdrant MCP
Claude Desktop
Add this to claude_desktop_config.json.
{
"mcpServers": {
"qdrant": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-qdrant"
]
}
}
}Cursor
Add this to ~/.cursor/mcp.json.
{
"mcpServers": {
"qdrant": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-qdrant"
]
}
}
}VS Code
Add this to your workspace settings.json.
{
"mcp.servers": {
"qdrant": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-qdrant"
]
}
}
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