Connect OpenClaw to Qdrant
What happens next
Set up in minutes
Choose where it runs
On your computer through your own OpenClaw, or hosted in the cloud. The rest of setup adapts to your choice:
Pick what it can do in Qdrant
A preset of real Qdrant operations. Each one becomes a tool the agent can call, and it can't touch anything outside the list.
Connect Qdrant
One sign-in. The agent acts through your account, scoped to the operations you picked.
Add your personal MCP link
The last step mints a private MCP URL for this agent and walks you through exactly this, with your real link filled in. The page flips to Connected the moment your OpenClaw first calls in.
Run this in your terminal
<your-link> is your personal server URL — setup mints it for you.
Exact capabilities
Tools OpenClaw gets
Qdrant
18 toolsFind the most similar points to a query vector (similarity search).
Insert or overwrite points in a collection.
Retrieve points by their IDs.
Delete points by ID or by filter.
Scroll through all points in a collection with optional filter and cursor-based pagination.
Count points in a collection, with optional filter.
Find points similar to positive examples and dissimilar from negative examples.
List all collections.
Get detailed info and stats for a single collection.
Create a new collection.
Update collection parameters (optimizers, HNSW, quantization).
Delete a collection and all its points permanently.
Set (merge) payload fields on points selected by IDs or filter.
Delete specific payload keys from points.
Remove all payload from points selected by IDs or filter.
Create a payload field index to speed up filtered searches.
Delete a payload field index.
Upload a document file, chunk + embed it, and upsert the points.
Starting points
What you can build
Meet the runner
About OpenClaw
Good to know
Frequently asked questions
Keep exploring
More ways to connect
More tools for OpenClaw
Use Qdrant with other agents
Make it yours
Open your OpenClaw agent in one click.
NoClick runs OpenClaw for you with Qdrant wired in as tools. Connect your account and run.