Klevu (E-commerce AI Search) MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Klevu (E-commerce AI Search) through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Klevu (E-commerce AI Search) and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"klevu-e-commerce-ai-search": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Klevu (E-commerce AI Search) MCP Server
Connect your Klevu account to any AI agent and take full control of your e-commerce search foundation and product discovery through natural conversation.
Windsurf's Cascade agent chains multiple Klevu (E-commerce AI Search) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- AI Keyword Search — Execute high-relevancy keyword searches against your product catalog, categories, and CMS pages directly from your agent
- Category Merchandising — Retrieve products configured for specific category navigation paths to audit smart merchandising rules and display sequences
- Facet & Filter Analytics — Perform complex filtered searches using explicit facets like color, size, or brand to identify specific product segments
- Predictive Autocomplete — Access fast autocomplete suggestions and popular product matches based on partial search terms to improve UX navigation
- ML Recommendations — Fetch visually similar, frequently bought together, or trending product recommendations driven by Klevu's machine learning models
- Trending Intelligence — Monitor global product velocity and relevance to identify top-selling items and seasonal trends across your entire store
- Raw API Access — Execute custom JSON search payloads for deeply nested query configurations and specific V2 API settings
The Klevu (E-commerce AI Search) MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Klevu (E-commerce AI Search) to Windsurf via MCP
Follow these steps to integrate the Klevu (E-commerce AI Search) MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Klevu (E-commerce AI Search)
Open Cascade and ask: "Using Klevu (E-commerce AI Search), help me...". 10 tools available
Why Use Windsurf with the Klevu (E-commerce AI Search) MCP Server
Windsurf provides unique advantages when paired with Klevu (E-commerce AI Search) through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Klevu (E-commerce AI Search) + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Klevu (E-commerce AI Search) MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Klevu (E-commerce AI Search) and generate models, types, or handlers based on real API responses
Live debugging: query Klevu (E-commerce AI Search) tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Klevu (E-commerce AI Search) and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Klevu (E-commerce AI Search) data with Cascade's code generation to scaffold entire features in minutes
Klevu (E-commerce AI Search) MCP Tools for Windsurf (10)
These 10 tools become available when you connect Klevu (E-commerce AI Search) to Windsurf via MCP:
search_autocomplete
Fetch search autocomplete suggestions as the user types
search_category
Retrieve products for a specific category page (Smart Category Merchandising)
search_filtered
g., color, size, brand) applied to narrow down the result set. Search the Klevu catalog with specific facet filters applied
search_keyword
Search catalog by keyword using Klevu AI
search_pagination
Retrieve paginated results for a search query
search_product_id
Retrieve details for a specific catalog product by ID
search_raw
Execute a custom JSON search payload against the Klevu API
search_recs
Fetch Klevu AI product recommendations
search_sorted
Perform a keyword search with a custom sorting order
search_trending
View currently trending and most relevant global products
Example Prompts for Klevu (E-commerce AI Search) in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Klevu (E-commerce AI Search) immediately.
"Search for 'waterproof jackets' in my Klevu catalog"
"Show me trending products for the 'Home Decor' category"
"Execute a filtered search for 'sneakers' with brand 'Nike'"
Troubleshooting Klevu (E-commerce AI Search) MCP Server with Windsurf
Common issues when connecting Klevu (E-commerce AI Search) to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Klevu (E-commerce AI Search) + Windsurf FAQ
Common questions about integrating Klevu (E-commerce AI Search) MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Klevu (E-commerce AI Search) with your favorite client
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Connect Klevu (E-commerce AI Search) to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.