Integration
Connect Whippy to Qdrant
When Channels fires in Whippy, 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 Whippy 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)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
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 Whippy can start in Qdrant
When Channels in Whippy
then Add collection in Qdrant
When List Agents in Whippy
then Add payload index 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 Whippy and Qdrant
Triggers and actions 4 triggers · 35 actions
Trigger
ChannelsTriggers when a new channel is added to your Whippy organization.
Trigger
List AgentsTriggers when a new AI agent is added to your Whippy organization.
Trigger
List CallsTriggers when a new call is logged in Whippy.
Trigger
List UsersTriggers when a new user is added to your Whippy organization.
Action
Add Contacts to a SequenceAdds contacts to a Whippy sequence, creating any contact that does not exist yet.
Action
Create a ContactCreates a new contact in Whippy from a phone number, with optional name, email and opt-in preferences.
Action
Delete a ContactDeletes a contact from Whippy by its ID.
Action
Get Agent by IDReturns one Whippy AI agent by its ID, including its current version and settings.
Action
Get All CampaignsReturns the campaigns in your Whippy organization, optionally filtered by title.
Action
Get All ChannelsReturns the channels (phone numbers, email addresses and other locations) in your Whippy organization.
Action
Get All ContactsReturns the contacts in your Whippy organization, optionally filtered by name, email or phone.
Action
Get All SequencesReturns the sequences in your Whippy organization, optionally filtered by title.
Action
Get All Sequence StepsReturns all the steps of a Whippy sequence, including each step's message and delivery stats.
Action
Get Call by IDReturns one Whippy call by its ID, including its recording and transcript links.
Action
Get Campaign by IDReturns one Whippy campaign by its ID.
Action
Get Campaign ContactsReturns the contacts a Whippy campaign was sent to, with optional filters for delivery, responses, unsubscribes and link clicks.
Action
Get Contact by IDReturns one Whippy contact by its ID.
Action
Get Contacts in a SequenceReturns the contacts enrolled in a Whippy sequence, with optional filters for status, step, responses, unsubscribes and link clicks.
Action
Get Sequence by IDReturns one Whippy sequence by its ID.
Action
List AgentsReturns the AI agents in your Whippy organization, optionally filtered by name.
Action
List CallsReturns calls in your Whippy organization, optionally limited to a date range.
Action
List UsersReturns the users in your Whippy organization, optionally filtered by name, email, phone, role or state.
Action
Send an SMSSends an SMS text message from one of your Whippy channels to a phone number.
Action
Update a ContactUpdates an existing Whippy contact's details such as name, email, phone or opt-in preferences.
Action
Add collectionCreates a new Qdrant collection with the given name and vector configuration.
Action
Add payload indexCreates a payload index on a field of a Qdrant collection so that filters on that field run fast.
Action
Add pointsAdds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id.
Action
Add snapshotCreates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum.
Action
Count pointsReturns the number of points in a Qdrant collection, optionally only those matching a payload filter.
Action
Delete collectionDeletes a Qdrant collection and all of the points and data stored in it.
Action
Delete pointsDeletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
Action
Find points by vectorReturns the points in a collection whose vectors are closest to the vector you supply, ranked by similarity score, with their payloads.
Action
Get collectionReturns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema.
Action
Get pointReturns a single point from a Qdrant collection, including its payload and vector.
Action
List collectionsReturns the names of all collections in your Qdrant cluster.
Action
List pointsReturns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field.
Action
List snapshotsReturns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum.
Action
Update collectionUpdates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
Action
Update point payloadSets 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.
Each app on its own
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Questions
Whippy and Qdrant, answered
What can start an automation from Whippy?
Any of Whippy's 4 triggers in the catalog, including Channels, List Agents, List Calls and List Users. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Whippy?
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 Whippy?
Qdrant has no triggers in the catalog today, so automations start in Whippy. 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 Whippy 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 Whippy 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.