Integration
Connect My Music Staff to Qdrant
When New Email fires in My Music Staff, 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 My Music Staff 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 My Music Staff can start in Qdrant
When New Email in My Music Staff
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 My Music Staff and Qdrant
Triggers and actions 8 triggers · 28 actions
- Attendance Taken
Triggers when attendance is taken or edited for a calendar event.
- New Email
Triggers when a new email message is created.
- New Invoice
Triggers when a new invoice is created (manually or by auto-invoicing).
- New SMS
Triggers when a new SMS message is created.
- New Student
Triggers when a new student is added to your My Music Staff account.
- Payment Added
Triggers when a payment is recorded in a Family Account.
- Student Added to Event
Triggers when a student is added to an event on the calendar.
- Student Updated
Triggers when a student's profile information is updated.
- Add Calendar Event
/calendar/event (body CalendarEventInputItem) — creates a calendar event with its student attendees, which creates Attendance records for each student.
- Add Payment
Records a payment in the Family Account
- Add Student
Adds a new student to your My Music Staff account.
- Find All Parents
Finds all parents based on Family ID or on search text.
- Find Attendance Records
Searches attendance records by date range, student, teacher, event, or status. Returns matching records with a total count.
- Find Event
Finds an event based on Event ID.
- Find Parent
Finds first Parent based on Family ID or on search text.
- Find Student
Finds students based on Student ID or on search text.
- List Lesson Notes
Returns a student's past lessons, newest first, with the attendance status and the lesson notes written for the student, the parent and the teacher.
- List Student Repertoire
Returns the pieces assigned to a student with each piece's progress status (Recommended, Requested, In Progress or Completed) and the dates it was started and completed.
- Search Repertoire
Searches your studio's repertoire library by title or composer, instrument and genre, and returns the matching pieces.
- Search Students
Searches your students by name, email, family or status and returns the matching students with their family details.
- Update Student
Updates a student's details, such as, status (Active, Trial, Lead, Waiting, Inactive), name, email, phone, birthday, etc.
- 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
Reviews
What our customers say
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Questions
My Music Staff and Qdrant, answered
What can start an automation from My Music Staff?
Any of My Music Staff's 8 triggers in the catalog, including New Email, New Invoice, New SMS and New Student. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in My Music Staff?
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 My Music Staff?
Qdrant has no triggers in the catalog today, so automations start in My Music Staff. 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 My Music Staff 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 My Music Staff 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.