Integration
Connect AroFlo to Qdrant
When List New or Updated Clients fires in AroFlo, 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 AroFlo 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 AroFlo can start in Qdrant
When List New or Updated Clients in AroFlo
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 AroFlo and Qdrant
Triggers and actions 4 triggers · 37 actions
- List New or Updated Clients
Triggers when a client is created or updated in AroFlo; returns the client's ID and change time.
- List New or Updated Invoices
Triggers when an invoice is created or updated in AroFlo; returns the invoice's ID and change time.
- List New or Updated Tasks
Triggers when a task is created or updated in AroFlo; returns the task's ID and change time.
- List Timesheets
Triggers when a new timesheet entry is recorded in AroFlo.
- Add location
Creates a new site location for an AroFlo client, with its name and address.
- Add supplier
Creates a new supplier in AroFlo with its contact details, street address and mailing address.
- Add task labour
Adds a labour line (time worked by a user) to an existing AroFlo task.
- Add task material
Adds a material line (an ad-hoc item or an inventory item) to an AroFlo task's worksheet.
- Add Task Note
Adds a note to an AroFlo task.
- Create Client
Creates a new client in AroFlo.
- Create User
Creates a new user in AroFlo.
- Custom Payload
Sends a custom XML insert or update to any AroFlo zone and returns AroFlo's post results.
- Find Asset
Finds AroFlo assets matching a field value and returns their records.
- Find Business Unit
Finds an AroFlo business unit by name and returns its record, including its org ID.
- Find Client
Finds AroFlo clients by company/reference name and returns the matching client records.
- Find contact
Finds client and contractor contacts in AroFlo by email, name or ID.
- Find Invoice
Finds AroFlo invoices matching a field value and returns their records.
- Find project
Finds AroFlo projects by project name and returns the matching project records.
- Find quote
Finds AroFlo quotes where a chosen quote field (ID, name, job number, status, dates) equals a value, returning the matching quotes.
- Find Schedule
Finds AroFlo schedules matching a field value and returns their records.
- Find Task
Finds AroFlo tasks matching a field value and returns their records.
- Find Timesheet Group
Returns the timesheet entries for one task, user, work date or type, with their combined total hours.
- Find User
Finds AroFlo users matching a field value and returns their records.
- Update Client
Updates an existing AroFlo client; only the fields you supply are changed.
- Update Task Fields
Updates the name, description, due date or order number of an AroFlo task; only supplied fields change.
- Update Task Status
Sets the status and optional substatus of an AroFlo task.
- 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.
Each app on its own
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More into Qdrant
Questions
AroFlo and Qdrant, answered
What can start an automation from AroFlo?
Any of AroFlo's 4 triggers in the catalog, including List New or Updated Clients, List New or Updated Invoices, List New or Updated Tasks and List Timesheets. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in AroFlo?
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 AroFlo?
Qdrant has no triggers in the catalog today, so automations start in AroFlo. 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 AroFlo 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 AroFlo 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.