Integration
Connect Algolia to Qdrant
When Browse Records fires in Algolia, your agent runs Add collection in Qdrant. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Algolia and Qdrant to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Algolia can start in Qdrant
When Browse Records in Algolia
then Add collection in Qdrant
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Algolia and Qdrant
Triggers and actions 1 trigger · 43 actions
- Browse Records
Triggers when a new record appears in an Algolia index, optionally limited to records matching a query or filter.
- Add or Replace Record
Adds a record to an Algolia index, or replaces the existing record with the same object ID.
- Batch Indexing
Adds, updates or deletes several records in one Algolia index with a single request. Returns the affected record IDs and the indexing task ID.
- Batch Multiple Indices
Adds, updates, or deletes records across multiple Algolia indices in a single request.
- Batch Save Query Rules
Creates or replaces several query rules on an Algolia index in one call, optionally clearing the existing rules first.
- Batch Save Synonyms
Creates or replaces a batch of synonyms on an Algolia index.
- Check Task Status
Returns whether an Algolia indexing task on an index has finished (published) or is still pending.
- Clear All Synonyms
Deletes all synonyms from an Algolia index.
- Clear Index (Delete All Records)
Deletes every record from an Algolia index while keeping its settings, synonyms and rules.
- Copy or Move Index
Copies or moves (renames) an Algolia index to a destination index within the same application.
- Delete Index
Deletes an Algolia index together with all its records and settings.
- Delete Query Rule
Deletes a query rule from an Algolia index by its ID.
- Delete Record
Deletes a single record from an Algolia index by its object ID.
- Delete Records by Query
Deletes every record in an Algolia index that matches a filter. The deletion is queued as a task; empty filters are refused.
- Delete Synonym
Deletes a synonym from an Algolia index by its ID.
- Find Query Rule
Returns a single query rule from an Algolia index by its rule ID, including its conditions and consequence.
- Find Record
Returns one record from an Algolia index by its object ID.
- Find Synonym
Finds a synonym in an Algolia index by its ID and returns its type, words and replacements.
- Get Index Settings
Returns the settings configured on an Algolia index, such as searchable attributes, ranking and faceting.
- Get Records (Batch)
Retrieves one or more records by object ID, potentially from different indices, in a single call.
- List Indices
Returns all indices in your Algolia application, with each index's name, record count, size and last-updated time.
- Partial Update Record
Adds new attributes to an Algolia record or updates existing ones, leaving the other attributes unchanged.
- Save Record (Auto Object ID)
Adds a record to an Algolia index with an auto-generated object ID, or replaces the record if the given object ID already exists.
- Save Synonym
Creates a synonym in an Algolia index, or replaces the existing synonym with the same ID.
- Search for Facet Values
Searches the values of a facet attribute in an index and returns the matching facet values with their record counts.
- Search Index
Searches one Algolia index and returns the matching records (hits) with result counts.
- Search Multiple Indices
Runs several search queries against one or more indices in a single request and returns each query's results in the same order.
- Search Synonyms
Searches the synonyms of an Algolia index by text and optional synonym type, returning the matching synonyms and the total match count.
- Update Index Settings
Updates the settings of an Algolia index, such as searchable attributes, faceting, ranking and typo tolerance. Settings you leave blank are not changed.
- Add collection
Creates a new Qdrant collection with the given name and vector configuration.
- Add payload index
Creates a payload index on a field of a Qdrant collection so that filters on that field run fast.
- Add points
Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id.
- Add snapshot
Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum.
- Count points
Returns the number of points in a Qdrant collection, optionally only those matching a payload filter.
- Delete collection
Deletes a Qdrant collection and all of the points and data stored in it.
- Delete points
Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
- Find points by vector
Returns the points in a collection whose vectors are closest to the vector you supply, ranked by similarity score, with their payloads.
- Get collection
Returns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema.
- Get point
Returns a single point from a Qdrant collection, including its payload and vector.
- List collections
Returns the names of all collections in your Qdrant cluster.
- List points
Returns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field.
- List snapshots
Returns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum.
- Update collection
Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
- Update point payload
Sets payload values on points in a Qdrant collection, chosen by point ids or a filter. Keys you supply are added or overwritten; other existing payload keys are kept.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
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Questions
Algolia and Qdrant, answered
What can start an automation from Algolia?
Any of Algolia's 1 trigger in the catalog, including Browse Records. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Algolia?
Any of Qdrant's 15 actions, including Update collection, Update point payload, Add collection and Add payload index. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Qdrant to Algolia?
Qdrant has no triggers in the catalog today, so automations start in Algolia. If you need the other direction, ask: your agent reads Qdrant's API documentation and adds it.
Do I have to build a connector for Algolia or Qdrant?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Algolia and Qdrant without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.