How to Use the Lucidworks Fusion (AI Search & Discovery) MCP in Cline

Q: Is it possible to use Lucidworks Fusion (AI Search & Discovery) with Cline to manage collections?

Absolutely. Use lw.listcollections to get a list of your available data sets. Cline displays them in the chat so you know exactly where to point your queries.

Q: Does Cline support Lucidworks Fusion (AI Search & Discovery) signal logging?

Yes, it does. You can ask Cline to send signals via lw.postsignal after a search result is selected. It logs the interaction to help your search engine learn.

Q: Can I see my index profiles using the agent?

Call lw.listindexprofiles to see your current configuration. Cline lists the active arrays and parsing rules so you can debug your indexing logic.

Cline executes end-to-end search tasks, automating your interactions with Lucidworks Fusion (AI Search & Discovery) from the sidebar.

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Connect Lucidworks Fusion (AI Search & Discovery) MCP to Cline

Create your Vinkius account to connect Lucidworks Fusion (AI Search & Discovery) 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.

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Setup Lucidworks Fusion (AI Search & Discovery) with Cline

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Automated query profiling in Cline

Cline uses `lw.list_query_profiles` to verify your existing search setup. It checks your gateway history to ensure every query follows the correct logic. This prevents misconfigured searches before they even hit the server. You set the goal, and the agent confirms the profile settings are valid.

Signal tracking for search relevance

The agent uses `lw.post_signal` to log user activity back to the platform. This helps refine your ML models based on actual search behavior. It captures the necessary data points without you writing extra boilerplate. Your search relevance improves as the agent handles the feedback loop.

Structural data extraction

You can use `lw.query_sorted` to retrieve results in a specific order, like date descending. Cline handles the request formatting and returns the sorted data to your file system. This is useful when you need to build reports or update dashboards. The agent manages the tool call chain from start to finish.

Setup guide

Set up Lucidworks Fusion (AI Search & Discovery) 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 lucidworks-fusion-ai-search-discovery-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 Lucidworks Fusion (AI Search & Discovery) refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings

{
  "mcpServers": {
    "lucidworks-fusion-ai-search-discovery-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Common questions about Lucidworks Fusion (AI Search & Discovery) MCP in Cline

Open the Cline sidebar and select the tool. Tell the agent which collection to search, and it will execute `lw.query_search` to fetch the relevant hits.

Absolutely. Use `lw.list_collections` to get a list of your available data sets. Cline displays them in the chat so you know exactly where to point your queries.

Yes, it does. You can ask Cline to send signals via `lw.post_signal` after a search result is selected. It logs the interaction to help your search engine learn.

All requests are encrypted in transit. The server only has access to the specific collection records you authorize it to touch, keeping your sensitive information isolated.

Call `lw.list_index_profiles` to see your current configuration. Cline lists the active arrays and parsing rules so you can debug your indexing logic.

Use it with your favorite AI tools

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