Can I use this skill to modify or delete Algolia data?

No, this skill is designed specifically for search, analytics, and recommendations. For administrative operations like imports, backups, or settings changes, you should use the algolia-cli.

Does this skill support advanced search filtering?

Yes, it supports complex filtering via 'facetFilters' for categorical data and 'numericFilters' for ranges and timestamps.

What is the first step when using the Algolia MCP skill?

You should always start by calling 'algolia_search_list_indices' to resolve your applicationId and indexName, as these are required for most other tool calls.

How accurate is the analytics data provided by the skill?

Algolia analytics data typically has a 1–4 hour processing delay. For the most complete data, it is best to use date ranges that end at least 4 hours ago.

What types of product recommendations are supported?

The skill supports frequently bought together, related products, trending items, trending facets, and visually similar items using the Algolia Recommend engine.

Algolia Search & Analytics

Name: Algolia Search & Analytics
Author: algolia

byalgolia

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分析与监控

Integrates Algolia search, detailed performance analytics, and AI-driven product recommendations directly into the Claude Code environment.

The Algolia MCP skill empowers Claude to interact seamlessly with Algolia indices to perform complex searches, monitor search health through detailed analytics, and retrieve intelligent product recommendations. It provides comprehensive visibility into search metrics like no-result rates, click-through rates, and click positions, while also enabling the retrieval of 'trending' or 'frequently bought together' items. This skill is ideal for developers managing discovery experiences who need to audit search relevance, troubleshoot content gaps, or implement dynamic recommendation engines without leaving their development workflow.

主要功能

01Monitor search performance with metrics like top searches and no-result rates

02Advanced filtering support using facetFilters and numericFilters syntax

03Analyze user behavior using click positions, click-through rates, and conversion data

04Execute full-text searches and explore facet values across Algolia indices

055 GitHub stars

06Retrieve AI-powered recommendations for related products and trending items

使用场景

01Troubleshooting search ranking issues by analyzing click distribution patterns

02Performing search quality audits to identify and fix high-volume queries with low relevance

03Integrating trending or frequently bought together items into e-commerce site architecture

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add algolia/skills algolia-mcp

For use in Claude.ai and ChatGPT