Integration
Connect Abyssale to Qdrant
When New Export fires in Abyssale, 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 Abyssale 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 Abyssale can start in Qdrant
When New Export in Abyssale
then Add collection in Qdrant
When New File in Abyssale
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 Abyssale and Qdrant
Triggers and actions 4 triggers · 27 actions
Trigger
New ExportTriggers when an export of one or multiple images has been completed
Trigger
New FileTriggers when a single file generation is completed
Trigger
New File BatchTriggers when a batch generation of files is completed
Trigger
Template Status UpdatedTriggers when a template's status has been updated.
Action
Add Design from JSONCreate a new design by importing a JSON payload describing its layers and layout.
Action
Add ProjectCreate a new project to organize designs.
Action
Duplicate Workspace TemplateDuplicate a workspace template into a project as a new editable design.
Action
Export VisualsExport one or multiple previously generated visuals in .zip format
Action
Find FormatFetch details about a format added to a template you designed in Abyssale
Action
Find TemplateFetch details about a template you designed in Abyssale
Action
Generate Dynamic Image URLCreate a dynamic image URL that renders a design on the fly with custom data, without generating a static file.
Action
Generate HTML5 Banner AdsGenerate HTML5 banner ads from an animated template designed in Abyssale
Action
Generate Multi-Format VideosGenerate multiple videos at once from an animated template designed in Abyssale
Action
Generate Open Graph LinkEmbed your images as Open Graph into unique redirect shortlinks. Great for hyper-personalized Linkedin or Facebook messages
Action
List ProjectsList all projects in the account.
Action
List Workspace TemplatesList the workspace's shared template library.
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
Reviews
What our customers say
More from Abyssale
Abyssale to ZoomZoom unifies cloud video conferencing, simple online meetings, group messaging, and a software-based...
Abyssale to HubSpotHubSpot is your all-in-one stop for all of your marketing software needs.
Abyssale to SalesforceSalesforce is a leading enterprise customer relationship management (CRM) platform.
Abyssale to Google SheetsGoogle Sheets
Abyssale to GmailGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
Abyssale to Google CalendarGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
More into Qdrant
HubSpot to QdrantHubSpot is your all-in-one stop for all of your marketing software needs.
Salesforce to QdrantSalesforce is a leading enterprise customer relationship management (CRM) platform.
Slack to QdrantSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
Google Sheets to QdrantGoogle Sheets
Gmail to QdrantGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
Google Calendar to QdrantGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
Questions
Abyssale and Qdrant, answered
What can start an automation from Abyssale?
Any of Abyssale's 4 triggers in the catalog, including New Export, New File, New File Batch and Template Status Updated. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Abyssale?
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 Abyssale?
Qdrant has no triggers in the catalog today, so automations start in Abyssale. 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 Abyssale 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 Abyssale 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.