Does this MCP work with all AI clients?

Yes. Because this is an MCP, you connect it once from any compatible client, including Claude, Cursor, Windsurf, and VS Code. Vinkius handles the connection so you don't have to worry about the underlying tech.

What kind of data can I get from this MCP?

You get detailed search performance data. This includes Click-Through Rates, conversion rates, a list of top searches, and metrics on user behavior like unique user counts.

Do I need to be a developer to use this?

No. You don't write code. You simply ask your AI client questions in natural language, and the MCP executes the necessary data calls behind the scenes.

Can I check my A/B test results?

Yes. You can list and audit active or historical A/B tests to see if your search result variations are improving conversions or click rates.

What is the difference between this and a standard dashboard?

A dashboard shows you data; this MCP lets you analyze it. You can ask complex questions, like 'What was the CTR for blue widgets in Q3?' and get a direct, conversational answer.

How do I find my Algolia Analytics API Key?

Log in to the Algolia Dashboard, go to API Keys, and look for a key with the analytics ACL enabled. You will also need your Application ID found on the same page.

Which region should I choose?

Algolia Analytics provides region-specific endpoints. Choose US for analytics.us.algolia.com or DE for analytics.de.algolia.com. Most applications use the US region by default.

Why do some metrics show 0 conversion?

Conversion metrics require you to send events via the Insights API. If you aren't currently sending click or conversion events from your frontend, the Analytics API will not have data to report for those metrics.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Algolia Analytics 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. Turn raw search data into actionable business insights.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 Algolia.

01
List top searches
List most popular terms
02
List no click searches
List ignored searches
03
Get click through rate
Get search CTR
04
Get conversion rate
Get search conversion rate

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Algolia.

05
Get average click position
Get average click rank
06
List no result searches
List failed searches
07
Get unique users count
Count search users

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Algolia.

08
List recent searches
List latest queries
09
List top filters
List popular filters
10
List ab tests
List AB testing status

Real work

What teams actually run

Quarterly Performance Review

Run a report to compare the average click position and CTR from the last quarter versus the previous one to measure overall improvement.

Post-Launch Audit

After launching a new product line, use the MCP to list top searches and check the conversion rate to see if the new items are being found.

Content Gap Discovery

Ask the AI to list no-result searches. This immediately gives your content team a list of articles or pages that need to be written.

Optimizing Search Filters

Use the list top filters capability to see which attributes (like size or color) users are most often relying on to narrow down their search.

Automate a task

Put Algolia 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

Algolia 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 Algolia 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

875ms average. Fast in production.

Algolia is checked daily against the live service.

Daily averagePeak 1022ms

Oct 3Today

Fastest day: 685ms
Slowest day: 1022ms
14-day trend: Stable+1%

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 Algolia, so you can see the experience inside your AI.

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

Algolia Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Hvk42qWgvsw1sKq2I2VFNvnGRXjRkglxQe8vPR5o/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 — Algolia capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "algolia-analytics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Hvk42qWgvsw1sKq2I2VFNvnGRXjRkglxQe8vPR5o/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 Algolia in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Algolia owners hand off.

This MCP is built for teams that rely on search data to make product decisions. If your goal is to improve search relevance, boost organic traffic, or increase conversions from search, this capability gives you the metrics you need. Your AI client handles the data retrieval, letting you focus on the strategy.

01
Product Managers
Use this MCP to monitor search relevance and conversion trends, directly informing your product roadmap decisions.
02
Search Engineers
Audit A/B test results and average click positions to fine-tune and optimize your site's ranking algorithms.
03
Content Strategists
Identify 'No Result' searches to discover high-potential topics and create new content opportunities.
04
Marketing Analysts
Retrieve granular search engagement data to build comprehensive reports for cross-channel performance tracking.

FAQ

Questions Algolia owners ask.

01
Does this MCP work with all AI clients?
Yes. Because this is an MCP, you connect it once from any compatible client, including Claude, Cursor, Windsurf, and VS Code. Vinkius handles the connection so you don't have to worry about the underlying tech.
02
What kind of data can I get from this MCP?
You get detailed search performance data. This includes Click-Through Rates, conversion rates, a list of top searches, and metrics on user behavior like unique user counts.
03
Do I need to be a developer to use this?
No. You don't write code. You simply ask your AI client questions in natural language, and the MCP executes the necessary data calls behind the scenes.
04
Can I check my A/B test results?
Yes. You can list and audit active or historical A/B tests to see if your search result variations are improving conversions or click rates.
05
What is the difference between this and a standard dashboard?
A dashboard shows you data; this MCP lets you analyze it. You can ask complex questions, like 'What was the CTR for blue widgets in Q3?' and get a direct, conversational answer.
06
How do I find my Algolia Analytics API Key?
Log in to the Algolia Dashboard, go to API Keys, and look for a key with the analytics ACL enabled. You will also need your Application ID found on the same page.
07
Which region should I choose?
Algolia Analytics provides region-specific endpoints. Choose US for analytics.us.algolia.com or DE for analytics.de.algolia.com. Most applications use the US region by default.
08
Why do some metrics show 0 conversion?
Conversion metrics require you to send events via the Insights API. If you aren't currently sending click or conversion events from your frontend, the Analytics API will not have data to report for those metrics.

Explore

More in Growth Engine

Connect Algolia 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

List top searches

List no click searches

Get click through rate

Get conversion rate

05-07

Get average click position

List no result searches

Get unique users count

08-10

List recent searches

List top filters

List ab tests

What teams actually run

Quarterly Performance Review

Post-Launch Audit

Content Gap Discovery

Optimizing Search Filters

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

Algolia Connector

Claude Desktop

Product Managers

Search Engineers

Content Strategists

Marketing Analysts

Does this MCP work with all AI clients?

What kind of data can I get from this MCP?

Do I need to be a developer to use this?

Can I check my A/B test results?

What is the difference between this and a standard dashboard?

How do I find my Algolia Analytics API Key?

Which region should I choose?

Why do some metrics show 0 conversion?

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