How to Use the Elasticsearch Vector MCP in Cline
Let Cline handle your vector operations in Elasticsearch, from index creation to real-time search, without leaving your workspace.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Elasticsearch Vector MCP to Cline
Create your Vinkius account to connect Elasticsearch Vector to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Automated index and document workflows
Cline can spin up new indices using `create_index` and populate them with `index_document` in a single task. It maps your data to the cluster schema automatically. If you need to audit your setup, use `list_indexes` or `get_index` to confirm your configurations. It keeps your storage state organized and visible.
Execute kNN searches with Cline
Tell Cline to find relevant records and it will execute a `search` command. It handles the query vector formatting so you get accurate results back immediately. This is ideal for building RAG features where you need to fetch context dynamically. The agent performs the retrieval step while you watch the logs.
Clean up vector data with Cline
Managing document retention is simple with `delete_document`. Cline can purge stale or irrelevant vectors to maintain your search performance. It ensures your index stays within your memory constraints. You just define the deletion logic and the agent executes it.
Set up Elasticsearch Vector MCP in Cline
Prerequisites
- VS Code with Cline extension installed
- Active Vinkius subscription with a valid endpoint token
- 1
Open Cline MCP settings
Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
- 2
Add a remote server
Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type
elasticsearch-vector-mcp. In the URL field, paste your Vinkius endpoint:https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com. - 3
Enable the server
After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
- 4
Start using tools
Return to the Cline chat and ask: "Check my latest Elasticsearch Vector refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.
{
"mcpServers": {
"elasticsearch-vector-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Elasticsearch Vector. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
Why Choose Vinkius
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
Real-time monitoring
Live
visibility into every interaction
Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.
Single dashboard
One
place for every integration
Every tool your AI connects to, managed from a single screen. One account, complete control.
Common questions about Elasticsearch Vector MCP in Cline
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the Elasticsearch Vector MCP today
We host it, we monitor it, we maintain it. You just paste one token.
