Algolia Analytics

Algolia Analytics MCP Connector for Claude

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Search performance intelligence — audit CTR, conversions, and top searches via AI.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your Algolia application to your AI agent to unlock professional search performance orchestration and data intelligence. From monitoring real-time Click-Through Rates (CTR) and Conversion Rates (CR) to auditing top searches without results and analyzing AB test performance, your agent handles your search strategy through natural conversation.

What you can do

  • Search Performance Auditing — Retrieve granular metrics for CTR, average click position, and conversion rates across your indices
  • Term Discovery — List top searches, recent queries, and terms that returned zero results to identify content gaps
  • User Intelligence — Monitor unique user counts and filter performance to understand your audience's behavior
  • AB Test Monitoring — List and audit active and historical AB tests to ensure your search optimizations are effective
  • Insights Automation — Quickly identify search trends or filter performance bottlenecks directly from your chat interface

How it works

  1. Subscribe to this server
  2. Enter your Algolia Application ID and Analytics API Key
  3. Start monitoring your search performance and retrieving business insights through Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Product Managers — monitor search relevance and conversion trends to drive roadmap decisions
  • Search Engineers — audit AB test results and average click positions to optimize ranking algorithms
  • Content Strategists — identify 'No Result' searches to discover new content opportunities
  • Marketing Analysts — retrieve granular search engagement data for cross-channel performance reporting
search-analyticsconversion-trackingperformance-monitoringdata-intelligenceab-testingreal-time-metrics

10 tools expose this connector's capabilities to your AI agent.

get_click_through_rate

Get search CTR

get_conversion_rate

Get search conversion rate

get_average_click_position

Get average click rank

list_top_searches

List most popular terms

list_no_result_searches

List failed searches

list_no_click_searches

List ignored searches

get_unique_users_count

Count search users

list_recent_searches

List latest queries

list_top_filters

List popular filters

list_ab_tests

List AB testing status

See how to talk to your AI agent using Algolia Analytics.

Show me the Click-Through Rate (CTR) for my 'Products' index for the last 30 days.

I've retrieved the CTR for your Products index. Over the last 30 days, your average CTR was 4.2%. The highest peak was 6.5% last Tuesday. Would you like to see the average click position for this period?

List the top 10 searches that returned no results yesterday.

I've analyzed yesterday's 'No Result' queries. Your top 10 failed searches include 'limited edition boots', 'smart watch pro', and 'vintage camera'. These represent a combined 500 missed opportunities. Would you like to see the full list?

Show the results of my active AB tests.

You have 2 active AB tests. Test 'Ranking Logic V2' shows a 5% increase in conversion rate for the variant group. Test 'Mobile UI Tweak' is currently showing neutral results. Would you like the detailed metrics for the Ranking Logic test?

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.

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