Algolia MCP integration
Answers from your own search index, keeps records current, adds the synonyms and rules that fix bad matches, and surfaces zero-result queries.
127actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Create ingestion task
Ayro sets up an automated pipeline to sync your data into Algolia search indexes. Results stay fresh as your source content changes without manual re-indexing.
Add ab test
Ayro launches an A/B test comparing search ranking strategies and measures performance. Your team sees which approach delivers better click-through and conversion rates.
Find object
Ayro searches your indexed data and returns the first matching object with metadata. Customers find exactly what they need with high-precision results.
How businesses use Algolia + Ayro
Each card is one request a support team gets, and the Algolia actions Ayro runs to close it.
Answer a customer from your own search index
Ayro runs the query against the index your site already uses, narrows it with facet values, and pulls the exact record behind the answer, so a customer hears what they would have found themselves.
Search Algolia IndexSearch Facet ValuesFind ObjectKeep the index current as the catalog moves
Ayro adds or replaces a record when an item changes, patches a single attribute instead of rewriting the object, and removes whatever a filter says is gone, so search does not drift between builds.
Add or Replace RecordPartial Update ObjectsDelete Records by FilterFix a query nobody was matching
Ayro saves the synonym for the wording customers actually type, adds the rule that promotes the right result, and adjusts index settings, so the next person searching that phrase lands somewhere.
Save SynonymSave RuleSet Index SettingsFind out where search is failing
Ayro reads the queries that returned nothing, the top searches driving traffic, and the click-through rate behind them, so a relevance problem surfaces from data rather than from complaints.
Get No Results SearchesGet Top SearchesGet Click Through Rate
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Algolia actions it has and picks the ones a request needs.
Connect Algolia
Authorize the Algolia account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Algolia actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Algolia · Ayro
What can you do in Algolia without me setting anything up?
These, right away:
- Add ab test
- Find object
- Delete ab test
Great, let's start with the first one.
FAQ
Everything else about Algolia
Setup, permissions, and the limits of what Ayro can do inside Algolia.
Yes. Add AB Test starts a test between two index variants, Get A/B Test and List AB Tests read how it is performing, and Stop AB Test ends it. A synonym or rule Ayro adds can therefore run against the current configuration first rather than shipping straight to all traffic.
Every action available in Algolia
All 127 actions your agent can call on Algolia, straight from the live MCP connection.
Add ab test
Create an A/B test comparing search performance between two index variants.
Add or replace record
Add or replace a specific record in an index by objectID.
Add record to index
Add a record to an index with auto-generated objectID.
Browse algolia index
Retrieve all records from an index.
Clear objects
Clear records of an index without affecting settings.
Clear rules
Delete all rules in an index.
Clear synonyms
Delete all synonyms from an index.
Clicked object ids
Send a click event to Algolia to capture clicked items.
Clicked object ids after search
Send a click event after a search response.
Converted object ids
Send a conversion event for items outside of search context.
Copy index
Copy the specified index to a new index.
Create API key
Create a new API key with specific permissions and restrictions.
Create authentication
Create a new authentication resource in Algolia.
Create destination
Create a new destination in Algolia Ingestion API.
Create ingestion task
Create a new ingestion task connecting a source to a destination in Algolia.
Create or update recommend rules
Create or update a batch of Recommend Rules in an index.
Create query suggestions config
Create a new Query Suggestions configuration for an Algolia index.
Create source
Create a new data source in Algolia Ingestion API.
Create transformation
Create a new transformation in Algolia Ingestion API.
Delete ab test
Delete an A/B test by its unique identifier.
Delete API key
Delete an API key.
Delete authentication
Delete an authentication resource from Algolia.
Delete query suggestions config
Delete a Query Suggestions configuration for the specified index.
Delete destination
Delete a destination in Algolia Ingestion API.
Delete index
Delete the specified index and all its records.
Delete multiple records
Delete multiple records from an Algolia index.
Delete recommend rule
Delete a Recommend rule from a recommendation scenario.
Delete records by filter
Delete records matching a filter from an Algolia index.
Delete rule
Delete the specified rule from an index.
Delete source
Delete a source from the Algolia Ingestion API.
The tools Algolia sits next to
Same connection, same setup. Pick the next one your team already uses.
Browserbase tool
Opens and closes browser sessions, pulls debug URLs, logs and artifacts, manages reusable contexts, and reports project usage.
Datadog
Searches logs and traces, reads and mutes monitors, schedules downtime for maintenance, and creates monitors, dashboards, and SLOs on request.
Grafbase
Grafbase is a platform for building and scaling GraphQL APIs with edge caching and unified data access.
Npm
Searches the registry, reads package metadata and dist-tags, pulls download counts by version or date range, and bulk-checks security advisories.
SerpApi
Runs live web, maps, shopping, news, and academic searches and returns parsed results instead of scraped HTML.
Veriphone
Validates the number a customer gives and shows a correctly formatted example for their country before it becomes a record.
Ready to connect Algolia?
Authorize the account and your agent has all 127 actions from the first conversation.