Qdrant
Search Qdrant's vector-database documentation and code examples — collections, filters, and hybrid search. No key required.
What Qdrant exposes.
Every tool below is one this server advertised the last time Omniio refreshed it, under the qdrant__ namespace. Your agent never loads them all — it searches, and gets the few that match.
qdrant__qdrant-find3 arguments · 1 required
Search for examples of using Qdrant client. Lookup qdrant query syntax, awailable methods, features and possible configurations.
Required
query
Three steps, and the last one is not yours.
Point a client at Omniio
One URL, authorized once by your client. If you already use Omniio, this step is done.
Qdrant is already on
It needs no credential, so it is on for every account from the first call.
Ask for what you need
The agent searches, reads the one schema it picked, and runs it. You do not name the tool.
claude mcp add --transport http omniio https://mcp.omniio.devOthers in the same category.
They share the endpoint, so having more than one on costs you nothing in context — the search decides which is relevant.
