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Vinkius

Algolia Analytics Connector for AI agents.

10 live capabilities

Audit search performance and conversion rates for your e-commerce or SaaS platform.

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AI Agent

Why people use Algolia Analytics

Algolia Analytics for Search Performance Auditing

This Connector changes that by letting you ask your agent for the numbers directly. You can get a summary of your CTR or a list of failed searches in a single chat, making it much faster to spot issues and make adjustments.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get instant access to search performance metrics through natural language.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 6,100+ Connectors

  1. Real-world use case 01

    Finding missed opportunities

    A content strategist asks for 'no result' searches to find out what products to add to the catalog.

  2. Real-world use case 02

    Ranking optimization

    A search engineer asks for the average click position to see if a new algorithm is pushing relevant results higher.

  3. Real-world use case 03

    A/B test review

    A product manager asks for the conversion rates of two different search UI variants to decide which one to keep.

Complete set · 10capabilities

The complete Algolia Analytics capability set.

These are the exact actions your AI can choose when you ask it to work with Algolia Analytics.

Capability set01 / 03

01—04

4 capabilities in this set.

Part of 10 available through Algolia Analytics.

  1. 01 Capability

    Get click through rate

    Use get_click_through_rate to see your search CTR. This helps you understand how often users click on your results.

  2. 02 Capability

    Get conversion rate

    Use get_conversion_rate to see your search conversion rate. This tells you if your search results actually lead to actions.

  3. 03 Capability

    Get average click position

    Use get_average_click_position to see your average click rank. This helps you see where users actually find what they need.

  4. 04 Capability

    List top searches

    Use list_top_searches to see the most popular search terms. This helps you identify what your users want most.

Capability set02 / 03

05—07

3 capabilities in this set.

Part of 10 available through Algolia Analytics.

  1. 05 Capability

    List no result searches

    Use list_no_result_searches to see queries that failed to return results. This helps you find content gaps.

  2. 06 Capability

    List no click searches

    Use list_no_click_searches to see searches that were ignored. This helps you identify irrelevant results.

  3. 07 Capability

    Get unique users count

    Use get_unique_users_count to get the total count of unique users. This helps you understand your reach.

Capability set03 / 03

08—10

3 capabilities in this set.

Part of 10 available through Algolia Analytics.

  1. 08 Capability

    List recent searches

    Use list_recent_searches to see the latest queries. This helps you spot immediate search trends.

  2. 09 Capability

    List top filters

    Use list_top_filters to see the most popular filters. This helps you see which categories matter most to users.

  3. 10 Capability

    List ab tests

    Use list_ab_tests to see the status of your A/B tests. This helps you track your search optimization progress.

Set up in minutes

One URL. Then ask Algolia Analytics to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Algolia Analytics from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_Hvk42qWgvsw1sKq2I2VFNvnGRXjRkglxQe8vPR5o/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it Algolia Analytics, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable Algolia Analytics for the conversation.

Where the request belongs

Work Algolia can move forward.

Built around the request

For the search engineers and product managers who are tired of manual data exports and want to know exactly how users are interacting with their search bar.

01

Search Engineer

Audits click positions and A/B test results to refine ranking logic and improve relevance.

02

Product Manager

Tracks conversion trends to prioritize roadmap features and evaluate search success.

03

Content Strategist

Identifies 'no result' queries to discover new content opportunities and product gaps.

04

Marketing Analyst

Pulls engagement data for cross-channel performance reporting and user behavior analysis.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
Matomo logo
01 7 capabilities

Matomo

Track website traffic, analyze visitor behavior, and generate detailed analytics reports directly from your AI agent.

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Google Analytics logo
02 12 capabilities

Google Analytics

Query GA4 analytics data via Google Analytics API. run reports, check realtime data, analyze funnels, and export audiences directly from any AI agent.

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Countly logo
03 8 capabilities

Countly

Manage product analytics via Countly. track user sessions, record custom events, and query deep behavioral metrics directly from your AI agent.

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Baidu Analytics / 百度统计 logo
04 8 capabilities

Baidu Analytics / 百度统计

China's leading web analytics platform. audit traffic, track visitors, and query site metrics via AI.

View Connector
Fathom logo
05 20 capabilities

Fathom

Privacy-first website analytics. track visitors, monitor real-time traffic, and manage sites and events directly from your AI agent.

View Connector
Umami Cloud logo
06 2 capabilities

Umami Cloud

Privacy-focused web analytics alternative to Google Analytics.

View Connector

Bring your own AI

Change the model, client or framework. Keep Algolia connected.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
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Before you connect

Questions about Algolia.

The practical details behind the request, access and result.

Can I use Algolia Analytics MCP to see what my customers are searching for?

Yes, it pulls your most popular search terms and recent queries in real time. This helps you understand current user intent and what products they are looking for.

How does the Algolia Analytics MCP help with A/B testing?

It allows you to list all active and historical A/B tests and pull specific conversion rates for each variant, making it easy to see which search optimization is winning.

Can the Algolia Analytics MCP find out why users aren't clicking?

Yes, it can retrieve the average click position and list ignored searches. This helps you identify if your results are relevant enough for users to actually click.

Does the Algolia Analytics MCP track unique users?

Yes, it can count the number of unique users performing searches, which helps you understand your reach and the size of your active audience.

How do I find content gaps with Algolia Analytics MCP?

You can ask your agent to list searches that returned no results. This identifies specific terms that users want but you don't currently have in your catalog.

Can I use Algolia Analytics MCP to see which filters are popular?

Yes, it can list your top filters. This shows you which attributes users care about most when narrowing down their search results.

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.

One connection away

Give your agent a direct line to Algolia.

Connect Algolia once. Keep it beside 6,100+ managed Connectors when the next task needs more.

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