How do I connect my Doofinder account?

You need to provide your Doofinder Search Zone, HashID, and Management Token (API Key) within the Vinkius setup to activate the MCP.

Which AI clients can I use with this MCP?

This MCP works with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

Can I use this to check my search performance?

Yes, you can ask your agent to retrieve stats like CTR, click limits, and query velocity.

Can I filter search results through the AI?

Yes, you can use the search_filtered capability to apply filters like brand, color, or price range.

Is it possible to test sorting logic?

Yes, the search_sorted capability allows you to generate payloads with custom sort directions like price:asc.

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.

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Connect Doofinder to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Manage your product discovery and search analytics through conversation.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Doofinder.

01
Get search engines
This capability checks your gateway history to validate search engine configurations.
02
Get indices
Use this to identify active arrays through native gateway authentication.
03
Search filtered
This capability performs structural extractions of product properties using specific filters.
04
Search custom
This capability runs custom validations to extract specific churn flags.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Doofinder.

05
Get items
Use this to inspect internal arrays and verify product data structures.
06
Get stats
This capability pulls performance data by parsing active arrays.
07
Search keyword
This capability identifies specific records within the Doofinder platform using keywords.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Doofinder.

08
Search pagination
Use this to retrieve cloud logs and trace vault limits.
09
Search sorted
This capability generates JSON payloads for products using custom sort directions.
10
Suggest
This capability pulls predictive rules and structured suggestions for partial queries.

Real work

What teams actually run

Real-time Search Debugging

A developer asks the agent to test how specific filters affect product results.

Conversion Rate Analysis

A marketer checks CTR and query velocity to see if search changes improved engagement.

Product Catalog Audits

A product owner verifies that the product graph and index mappings are correct.

Predictive Text Testing

An e-commerce manager tests how partial queries trigger predictive suggestions.

Automate a task

Put Doofinder to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Doofinder works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Doofinder to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

911ms average. Fast in production.

Doofinder is checked daily against the live service.

Daily averagePeak 1096ms

Oct 3Today

Fastest day: 725ms
Slowest day: 1096ms
14-day trend: Stable+4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Doofinder, so you can see the experience inside your AI.

It does not authenticate your account with Doofinder. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Doofinder Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Doofinder capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "doofinder-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Doofinder in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Doofinder owners hand off.

This MCP is built for professionals managing e-commerce discovery and search performance.

01
E-commerce Managers
They use the agent to monitor product rankings and search performance without manual testing.
02
Digital Marketers
They hand off the task of verifying CTR and search analytics to the AI.
03
Developers
They use the agent to test and debug search API parameters and filtered results.
04
Product Owners
They monitor category and index mappings in real-time through natural language.

FAQ

Questions Doofinder owners ask.

01
How do I connect my Doofinder account?
You need to provide your Doofinder Search Zone, HashID, and Management Token (API Key) within the Vinkius setup to activate the MCP.
02
Which AI clients can I use with this MCP?
This MCP works with any compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
Can I use this to check my search performance?
Yes, you can ask your agent to retrieve stats like CTR, click limits, and query velocity.
04
Can I filter search results through the AI?
Yes, you can use the search_filtered capability to apply filters like brand, color, or price range.
05
Is it possible to test sorting logic?
Yes, the search_sorted capability allows you to generate payloads with custom sort directions like price:asc.
06
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.
07
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.
08
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.

Explore

More in Ecommerce

Connect Doofinder to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get search engines

Get indices

Search filtered

Search custom

05-07

Get items

Get stats

Search keyword

08-10

Search pagination

Search sorted

Suggest

What teams actually run

Real-time Search Debugging

Conversion Rate Analysis

Product Catalog Audits

Predictive Text Testing

Building your own app? The connector is yours to use.

Doofinder Connector

Claude Desktop

E-commerce Managers

Digital Marketers

Developers

Product Owners

How do I connect my Doofinder account?

Which AI clients can I use with this MCP?

Can I use this to check my search performance?

Can I filter search results through the AI?

Is it possible to test sorting logic?

Can my agent perform filtered searches using specific product attributes?

How do I monitor the click-through rate (CTR) of my search engine via chat?

Can I check which search engines and indices are active in my account?

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