Integration
Connect Scoro to Qdrant Vector Store
When New Bill fires in Scoro, your agent runs Add collection in Qdrant Vector Store. 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 Scoro and Qdrant Vector Store 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 Scoro can start in Qdrant Vector Store
When New Bill in Scoro
then Add collection in Qdrant Vector Store
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 Scoro and Qdrant Vector Store
Triggers and actions 22 triggers · 35 actions
- New Bill
Triggers when a new bill is created in Scoro.
- New Calendar Event
Triggers when a new calendar event is created in Scoro.
- New Company
Triggers when a new company is created in Scoro.
- New Invoice
Triggers when a new invoice is created in Scoro.
- New Order
Triggers when a new order is created in Scoro.
- New or Updated Bill
Triggers when a bill is created or changed in Scoro.
- New or Updated Calendar Event
Triggers when a calendar event is created or changed in Scoro.
- New or Updated Company
Triggers when a company is created or changed in Scoro.
- New or Updated Custom Entry
Triggers when an entry in a Scoro custom module is created or changed.
- New or Updated Expense
Triggers when a expense is created or changed in Scoro.
- New or Updated Invoice
Triggers when a invoice is created or changed in Scoro.
- New or Updated Order
Triggers when a order is created or changed in Scoro.
- New or Updated Person
Triggers when a person is created or changed in Scoro.
- New or Updated Project
Triggers when a project is created or changed in Scoro.
- New or Updated Purchase Order
Triggers when a purchase order is created or changed in Scoro.
- New or Updated Quote
Triggers when a quote is created or changed in Scoro.
- New or Updated Task
Triggers when a task is created or changed in Scoro.
- New Person
Triggers when a new person is created in Scoro.
- New Project
Triggers when a new project is created in Scoro.
- New Purchase Order
Triggers when a new purchase order is created in Scoro.
- New Quote
Triggers when a new quote is created in Scoro.
- New Task
Triggers when a new task is created in Scoro.
- Create Expense
Creates an expense in Scoro.
- Create or Update Company
Creates a company in Scoro, or updates it when an ID is given.
- Create or Update Custom Entry
Creates an entry in a Scoro custom module, or updates it when an ID is given.
- Create or Update Invoice
Creates a invoice in Scoro, or updates it when an ID is given.
- Create or Update Person
Creates a person in Scoro, or updates the person with the given ID.
- Create or Update Quote
Creates a quote in Scoro, or updates it when an ID is given.
- Create Time Entry on Task
Logs a time entry on an existing Scoro task.
- Find Company
Finds a company by name, ID, registration number or VAT number.
- Find Custom Entry by Custom Field
Finds an entry in a Scoro custom module by a custom field value.
- Find Invoice
Finds an invoice by invoice number.
- Find Order
Finds an order by order number.
- Find Person
Finds a person in Scoro by full name, email address or contact ID.
- Find Project
Finds a project by name or project number.
- Find Purchase Order
Finds a purchase order by its number.
- Find Quote
Finds a quote by quote number.
- Find Task by Custom Field
Finds a task by a custom field value.
- Find Task by Name
Finds a task by its name.
- Find User
Finds a Scoro user by email address.
- Mark Task as Done
Marks a Scoro task as done.
- Update Task Under a Project
Updates a task that belongs to a project.
- Add collection
Creates a new Qdrant collection with the vector size, distance metric and storage settings you choose.
- Add payload index
Creates a payload index on a field of a Qdrant collection so filters and searches on that field run faster.
- Add points
Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing points that have the same ids.
- Add snapshot
Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size, checksum and creation time.
- Count points
Returns how many points in a Qdrant collection match an optional filter, or the total number of points when no filter is given.
- Delete collection
Deletes a 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 nearest to the vector you supply, ranked by similarity score, with their payloads.
- Get collection
Returns the details of a collection: its status, point and segment counts, vector and index configuration, and payload schema.
- Get point
Returns a single point from a Qdrant collection by its id, including its payload and vector.
- List collections
Returns the names of every collection in your Qdrant instance.
- List points
Returns the points stored in a Qdrant collection, optionally narrowed by a filter and ordered by a payload field, fetching every page.
- List snapshots
Returns every snapshot taken of a collection, with each snapshot's name, size, checksum and creation time.
- 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 the chosen points in a Qdrant collection, merging them into each point's existing payload. Pick the points by id or by a filter.
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
Reviews
What our customers say
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Questions
Scoro and Qdrant Vector Store, answered
What can start an automation from Scoro?
Any of Scoro's 22 triggers in the catalog, including New Bill, New Calendar Event, New Company and New Invoice. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant Vector Store when something happens in Scoro?
Any of Qdrant Vector Store'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 Vector Store to Scoro?
Qdrant Vector Store has no triggers in the catalog today, so automations start in Scoro. If you need the other direction, ask: your agent reads Qdrant Vector Store's API documentation and adds it.
Do I have to build a connector for Scoro or Qdrant Vector Store?
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 Scoro and Qdrant Vector Store 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.