Build solutions, not workarounds.
What do you want Sirv 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 Sirv can start in Qdrant
When New File in Sirv
then Add collection in Qdrant
When New Tagged File in Sirv
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 Sirv and Qdrant
Triggers and actions 2 triggers · 47 actions
Trigger
New FileTriggers when a new file appears in a folder of your Sirv account, and hands on that file's name, type, size and dimensions.
Trigger
New Tagged FileTriggered when a new file carrying the chosen tag appears in your Sirv account.
Action
Add Advanced WatermarkBuilds the Sirv image URL that shows one of your images with a watermark laid over it, using the position, size, opacity and rotation you choose.
Action
Add Canvas or BorderPuts a coloured canvas and/or border around a Sirv image and returns the new image URL. Nothing is re-uploaded — the original file is untouched.
Action
Add Tags to FileAdds meta tags to a file in your Sirv account.
Action
Apply Color EffectsAdjusts the colours of a Sirv image — hue, saturation, lightness, tint, tone and levels — and returns the new image URL. The original file is untouched.
Action
Convert Spin to VideoTurns a 360 spin stored in your Sirv account into an MP4 video and returns the path of the video that was created.
Action
Convert Video to SpinConverts a video in your Sirv account into a 360-degree spin and returns the spin that was created.
Action
Copy FileCopies a file in your Sirv account to another path, leaving the original in place.
Action
Create FolderCreates an empty folder in your Sirv account at the path you give.
Action
Create ThumbnailBuilds the Sirv image URL that serves a resized, optionally cropped thumbnail of one of your images.
Action
Delete FileDeletes a file, or an empty folder, from your Sirv account.
Action
Delete file tagsRemoves one or more tags from a file in your Sirv account.
Action
Download FileDownloads a file from your Sirv account and returns its contents.
Action
Fetch File From URLPulls a file from a web address straight into your Sirv account, saving it at the path you choose, and reports whether the fetch succeeded.
Action
Find FileSearches the files in your Sirv account by name, folder, type, size, tags, description or date, and returns the matching files.
Action
Get API LimitsReturns your Sirv API rate limits and how much of each you have used.
Action
Get batch delete jobReturns the progress and results of a batch delete job you started earlier.
Action
Get CDN URLReturns the public web address of a file in your Sirv account.
Action
Get File InfoReturns the details Sirv holds on one file — its type, size, dates and image information.
Action
Get File MetadataReturns everything Sirv stores about a file: its title, description, tags, product details and any other metadata held against it.
Action
Get File TagsReturns the tags attached to a file in your Sirv account.
Action
Get product metadataReturns the product information stored on a file in your Sirv account.
Action
Get Storage InfoReturns how much storage your Sirv account is using and how much it is allowed.
Action
Get Usage ReportReturns how much your Sirv account has served — the number of file requests and the bytes transferred, broken down by day.
Action
Get ZIP JobReturns the progress and results of a zip job, including the archive it produced.
Action
List Folder ContentsLists the files and sub-folders inside a folder of your Sirv account, with each item's name, size, type and when it was last changed.
Action
Make API CallMakes any Sirv API call you specify, for endpoints that do not yet have their own action. You supply the method, the path and any data; the connected account's credentials are applied for you.
Action
Rename or Move FileRenames a file or folder, or moves it to another folder, by giving its new path.
Action
Set File MetadataSets the title, description, tags and product details held against a file in your Sirv account. Anything left blank is left as it is.
Action
Set Product MetadataAttaches product details — code, name, brand and categories — to a file in your Sirv account.
Action
Update accountChanges your Sirv account settings — file minification and where missing files are fetched from. Only the settings you fill in are sent; the rest are left as they are.
Action
Upload FileUploads a file to your Sirv account from a web address.
Action
Zip FilesStarts a job that packs the files and folders you name into a single zip in your Sirv account, and returns the job so you can check when it is ready.
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
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Questions
Sirv and Qdrant, answered
What can start an automation from Sirv?
Any of Sirv's 2 triggers in the catalog, including New File and New Tagged File. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Sirv?
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 Sirv?
Qdrant has no triggers in the catalog today, so automations start in Sirv. 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 Sirv 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 Sirv 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.