Integration
Connect Crowdin to Qdrant
When Comment/Issue Added fires in Crowdin, 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 Crowdin 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 Crowdin can start in Qdrant
When Comment/Issue Added in Crowdin
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 Crowdin and Qdrant
Triggers and actions 12 triggers · 44 actions
- Comment/Issue Added
Triggers when a user creates a comment or an issue.
- Comment/Issue Deleted
Triggers when a user deletes a comment or an issue.
- Comment/Issue Updated
Triggers when a user updates a comment or an issue.
- File Added
Triggers when a new file has been added to the project.
- File Approved
Triggers when a file is fully translated and approved.
- File Deleted
Triggers when a file has been deleted from the project.
- File Reverted
Triggers when a file update has been reverted.
- File Translated
Triggers when a file is fully translated.
- File Updated
Triggers when a file has been updated.
- New Directory
Triggers when a new directory is created in a Crowdin project.
- New Label
Triggers when a new label is added to a Crowdin project.
- New Project
Triggers when a new project is created in Crowdin.
- Add Approval
Approves a translation (or a source-string correction) in a Crowdin project.
- Add Translation
Adds a translation in a target language to a source string in a Crowdin project, or uploads a translated asset file.
- Create Comment
Adds a comment or issue to a string or asset file in a Crowdin project.
- Create Directory
Creates a directory in a Crowdin project, optionally inside a branch or parent directory.
- Create Label
Creates a new label in a Crowdin project, which can then be assigned to strings or screenshots.
- Create or Update a File
Uploads a source file to a Crowdin project, adding it as a new file or, when an existing file ID is given, replacing that file's content.
- Create Project
Creates a new translation project in Crowdin with the chosen source and target languages and project settings.
- Create String
Creates a source string for translation in a file of a Crowdin project.
- Create Task
Creates a translation or proofreading task in a Crowdin project for chosen files, directories, branches or strings.
- Delete Comment
Deletes a string or asset comment or issue from a Crowdin project.
- Delete File
Deletes a source file from a Crowdin project.
- Download Translated File
Builds the translated version of a project file for one target language and returns a temporary download link for it.
- Find Directory
Finds directories in a Crowdin project by name.
- Find File
Finds source files in a Crowdin project whose name matches the text you give, optionally limited to a branch or directory.
- Find Label
Finds labels in a Crowdin project whose title matches the title you supply.
- Find Language
Finds a Crowdin language by its name or language code (for example "Spanish" or "es") and returns its codes and details.
- Find Project
Finds Crowdin projects whose name matches the text you supply, returning the first match and the full list.
- Find String
Finds source strings in a Crowdin project by text, identifier or context, returning the first match and the full list.
- Find Task
Finds a task in a Crowdin project by its title, optionally narrowed by status or batch, and returns the first match.
- Get Comment
Returns a single string or asset comment (or issue) in a Crowdin project, including its text, author, issue status and attachments.
- Get Screenshot
Returns a screenshot from a Crowdin project, including its name, image link, size, tags and labels.
- Get Translation
Returns a single translation of a string or asset in a Crowdin project, including its text, author, rating and provider.
- Label String
Assigns a label to one or more strings in a Crowdin project and returns the updated strings.
- List Approvals
Returns the approvals on translations in a Crowdin project, filtered by translation, correction or language.
- Remove Label From String
Removes a label from one or more strings in a Crowdin project and returns the updated strings.
- Resolve Issue
Marks an issue reported on a Crowdin string or asset as resolved and returns the updated issue.
- Restore File Revision
Restores a Crowdin source file to one of its previous revisions and returns the restored file.
- Translation Progress
Returns the translation and approval progress of a Crowdin project for each of its target languages.
- Upload Screenshot
Uploads an image and adds it as a screenshot to a Crowdin project, optionally auto-tagging strings and attaching labels.
- 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
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Questions
Crowdin and Qdrant, answered
What can start an automation from Crowdin?
Any of Crowdin's 12 triggers in the catalog, including Comment/Issue Added, Comment/Issue Updated, File Added and File 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 Crowdin?
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 Crowdin?
Qdrant has no triggers in the catalog today, so automations start in Crowdin. 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 Crowdin 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 Crowdin 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.