Integration
Connect LearningSuite to Qdrant Vector Store
When Bundle Created fires in LearningSuite, 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 LearningSuite 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 LearningSuite can start in Qdrant Vector Store
When Bundle Created in LearningSuite
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 LearningSuite and Qdrant Vector Store
Triggers and actions 9 triggers · 57 actions
- Bundle Created
Triggers when a new bundle is created.
- Custom Popup Created
Triggers when a new custom popup is added.
- Group Created
Triggers when a new group is created in your LearningSuite academy.
- Member Created
Triggers when a new member is added.
- New Community Area
Triggers when a new community area is created.
- New Community Badge
Triggers when a new community badge is created.
- New Community Forum
Triggers when a new community forum is created.
- Team Member Created
Triggers when a new team member (admin-zone user) is added.
- User Not Logged in for More Than X Days
Triggers once for each member who has not logged in for at least the given number of days.
- Activate/Deactivate Member
Activates or deactivates a member's LearningSuite account.
- Add Community Badges to User
Assigns community badges to a user.
- Append Custom Field Files
Appends a file, fetched from a public URL, to a user's file custom field.
- Change Module Access for Member
Overrides how a specific module of a course is unlocked for one member.
- Create Webhook Subscription
Creates a LearningSuite webhook subscription that sends events of the chosen type to a URL.
- Delete Group
Deletes a group.
- Delete Member
Permanently deletes a member.
- Delete Popup Trigger
Removes a pending popup for a member so it is no longer shown.
- Find Group
Finds groups by name.
- Find Member by Email
Finds a member by email address.
- Find Member by ID
Finds a member by ID.
- Find Team Member by Email
Finds a team member (admin-zone user) by email.
- Find Team Member by ID
Finds a team member (admin-zone user) by ID.
- Get Bundles of Member
Returns the bundles a member has, with access details.
- Get Community Areas
Returns community areas.
- Get Community Forums
Returns community forums, optionally only those in one area.
- Get Community Posts
Returns published community posts, optionally filtered by area or forum.
- Get Course Information of Member
Returns whether a member has access to a course and their progress and learning time in it.
- Get Course Progress of Member
Returns a member's overall progress in a course, in percent.
- Get Courses From Member
Returns the courses a member is enrolled in, with access and progress.
- Get Custom Field Store for User
Returns a user's whole custom field store: all values, metadata and profiles.
- Get Custom Field Values for an User
Returns all custom field values of a user, for one profile.
- Get Lesson Progress of Member
Returns a member's progress in one lesson of a course, in percent.
- Get Members
Returns members, optionally filtered by creation date or days since last login.
- Get Members of Course
Returns the members of a course with their access, and optionally their progress.
- Get Module Progress of Member
Returns a member's progress in one module of a course, in percent.
- Get Modules of Course
Returns the modules of a course with their default content drip.
- Get Modules of Course for Member
Returns the modules of a course with what one member can see and when.
- Get Published Courses
Returns every published course in your LearningSuite academy, with its name, description and publish date.
- Get Team Members
Returns team members (users with admin-zone access).
- Give Hub Access
Gives members, groups or bundles access to a hub.
- Remove Community Badges From User
Removes community badges from a user.
- Remove Courses From Member
Removes a member's access to courses.
- Remove Hub Access
Removes members, groups or bundles from a hub.
- Remove Member From Bundles
Removes a member's access to bundles.
- Remove Members From Groups
Removes members from groups.
- Require User by ID
Returns a member by ID and fails the step when no such member exists.
- Send Login Information
Emails a user their login link.
- Send Push Notifications
Sends a push notification to users and group members logged into your custom LearningSuite mobile app.
- Trigger Popup
Shows a custom popup to a member.
- Update Lesson
Renames a lesson or changes its visibility.
- Update User Data
Updates a member's profile fields.
- 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
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Questions
LearningSuite and Qdrant Vector Store, answered
What can start an automation from LearningSuite?
Any of LearningSuite's 9 triggers in the catalog, including Bundle Created, Custom Popup Created, Group Created and Member Created. 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 LearningSuite?
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 LearningSuite?
Qdrant Vector Store has no triggers in the catalog today, so automations start in LearningSuite. 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 LearningSuite 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 LearningSuite 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.