Doofinder Connector for AI agents.
10 live capabilities
Manage e-commerce search results and retail analytics.
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Why people use Doofinder
Doofinder E-commerce Search Analytics for Retailers
This Connector changes that by letting you just ask your agent for the data. You can query the search engine history or pull live stats on query velocity without ever leaving your chat window. You get the answers you need in seconds, not through a dozen clicks.
What Vinkius changes
You get a direct line of communication between your AI agent and your e-commerce search data.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Fixing a 'no results' page
A marketer notices a brand isn't showing up.
- Real-world use case 02
Auditing new arrivals
A product owner wants to see if new items are indexed.
- Real-world use case 03
Optimizing sort orders
A manager wants to prioritize high-margin items.
Complete set · 10capabilities
The complete Doofinder capability set.
These are the exact actions your AI can choose when you ask it to work with Doofinder.
01—04
4 capabilities in this set.
Part of 10 available through Doofinder.
- 01 Capability
Search filtered
Applies brand, color, or price filters to narrow down SKU results. Use this to see how your facet logic behaves in real time.
- 02 Capability
Get search engines
Pulls the history of your search engine gateways for validation. It helps you catch routing errors before they affect customers.
- 03 Capability
Get indices
Shows the active arrays and auth status of your search indices. Use this to verify your search engine is healthy.
- 04 Capability
Search custom
Extracts specific product data based on custom validation rules. This helps you see exactly what matches your unique search criteria.
05—07
3 capabilities in this set.
Part of 10 available through Doofinder.
- 05 Capability
Get items
Pulls raw catalog data from internal arrays to check product structures. This is great for auditing your product graph.
- 06 Capability
Get stats
Retrieves click-through rates and query velocity from hold parsing. It gives you a clear picture of search performance.
- 07 Capability
Search keyword
Finds specific records within the headless Doofinder platform. Use it to see exactly what a specific keyword returns.
08—10
3 capabilities in this set.
Part of 10 available through Doofinder.
- 08 Capability
Search pagination
Shows cloud logging data for specific vault limits. This helps you understand how your search results are being paginated.
- 09 Capability
Search sorted
Generates product lists with specific sort directions like price or relevance. Test different sorting logic without manual changes.
- 10 Capability
Suggest
Exports the rules for predictive search nodes and billing data. See what customers see as they start typing.
Set up in minutes
One URL. Then ask Doofinder to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Doofinder from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Doofinder, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Doofinder for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Doofinder URL.
- Step 03
Save and start
Save the connection and enable Doofinder in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"doofinder": {
"url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Doofinder
Open Agent mode in chat and ask: "Using Doofinder, help me...". 10 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"doofinder": {
"url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Doofinder
Ask Copilot: "Using Doofinder, help me...". 10 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"doofinder": {
"url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Doofinder
Open Cascade and ask: "Using Doofinder, help me...". 10 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"doofinder": {
"url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Doofinder
Ask Cline: "Using Doofinder, help me...". 10 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add doofinder --transport http "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Doofinder
Ask Claude: "Using Doofinder, show me...". 10 tools are ready
Where the request belongs
Work Doofinder can move forward.
This is for the e-commerce team members who are tired of manual testing. It's for the people who need to know why a product isn't ranking or why a filter is broken without clicking through fifty different pages.
E-commerce Manager
Checks if new product launches are appearing correctly in search results and audits rankings.
Digital Marketer
Analyzes CTR and query velocity to see which search terms are converting into sales.
Product Owner
Verifies that category mappings and product graphs are consistent across the store.
Developer
Debugs search API parameters and tests filtered results through natural conversation.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse ConnectorsKlevu (E-commerce AI Search)
Power your e-commerce discovery via Klevu AI. execute keyword searches, manage category merchandising, and retrieve product recommendations.
Constructor
Empower e-commerce discovery via Constructor.io. perform ML-ranked product searches, get personalized recommendations, and audit browse categories directly from any AI agent.
DataForSEO
Manage SERP data via DataForSEO. track Google organic rankings, audit Maps nodes, monitor News publications, and research Amazon products directly from any AI agent.
Surfer SEO
Connect your AI to Surfer SEO. Generate Content Editors, perform NLP SERP audits, and extract high-ranking keyword guidelines directly from the terminal.
SerpApi
Access real-time search engine results from Google, Bing, and more via SerpApi. perform structured searches, find locations, and monitor account usage.
Zenserp
Scrape live search engine results (SERP) from Google, Bing, Yandex, and DuckDuckGo using Zenserp's high-speed API.
Bring your own AI
Change the model, client or framework. Keep Doofinder connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Doofinder.
The practical details behind the request, access and result.
Can Doofinder MCP help me see why products aren't appearing?
Yes, it lets your agent check your search indices and filter logic to find out exactly why certain items are being skipped or hidden.
How does Doofinder MCP handle search analytics?
It pulls real-time data like click-through rates and query velocity so you can see how customers are interacting with your search results.
Can I use Doofinder MCP to test my search filters?
You can ask your agent to apply specific brand, color, or price filters to see the results instantly without having to do it manually in the dashboard.
Does Doofinder MCP work with my existing Doofinder account?
Yes, you just need your Search Zone, HashID, and API Key to connect your account to your AI client.
Can Doofinder MCP help with predictive search?
It can pull your active predictive nodes so you can see what suggestions your customers are seeing as they start typing.
Is Doofinder MCP good for auditing my product graph?
It allows you to inspect deep internal arrays to verify the data structures that define how your products are mapped and displayed.
Can my agent perform filtered searches using specific product attributes?
Yes. Use the 'search_filtered' capability. You can specify the 'filter_name' (e.g., 'brand', 'color') and the 'filter_value'. The agent will analyze the global bounds and return results restricted strictly to those custom limits.
How do I monitor the click-through rate (CTR) of my search engine via chat?
Use the 'get_stats' capability. Your agent will pull raw status configurations and capture exact CTR, total clicks, and query velocity numbers for your search engine, helping you track performance without manual dashboard checks.
Can I check which search engines and indices are active in my account?
Absolutely. The 'get_search_engines' and 'get_indices' capabilities allow your agent to dump all isolated tenant indexes mapping explicit hash strings, giving you a full view of your Doofinder infrastructure.
One connection away
Give your agent a direct line to Doofinder.
Connect Doofinder once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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