Integration
Connect Breeze to Qdrant
When New Project fires in Breeze, 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 Breeze 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 Breeze can start in Qdrant
When New Project in Breeze
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 Breeze and Qdrant
Triggers and actions 6 triggers · 45 actions
- New Project
Triggers when a new project is created in Breeze.
- New Task
Triggers when a new task is created in the selected Breeze project.
- Project Renamed
Triggers when a Breeze project is given a new name.
- Tag Added to Task
Triggers when a tag is added to a task in the selected Breeze project.
- Task Moved
Triggers when a task is moved to a different list in the selected Breeze project.
- Task Status Updated
Triggers when a task's status changes in the selected Breeze project.
- Add comment
Adds a comment to a task in a Breeze project. Returns the comment that was created.
- Add list
Adds a new list to a Breeze project. Returns the list that was created.
- Add time entry
Logs a time entry against a task in a Breeze project. Returns the time entry that was created.
- Add todo
Adds a checklist item to a task in a Breeze project. Returns the checklist item that was created.
- Create New Project
Creates a new project in Breeze. Returns the project that was created.
- Create New Task
Creates a new task (card) in a Breeze project. Returns the task that was created.
- Delete card
Deletes a task (card) from a Breeze project.
- Delete comment
Deletes a comment from a task in a Breeze project.
- Delete list
Deletes a list from a Breeze project.
- Delete project
Deletes a project from Breeze.
- Delete time entry
Deletes a time entry from a task in a Breeze project.
- Delete todo
Deletes a checklist item from a task in a Breeze project.
- Find Project
Returns the Breeze projects whose name contains the text you supply.
- Generate time tracking report
Generates a time tracking report for a date range, optionally limited to certain projects, people, lists or tags.
- Get card
Returns a single task (card) from a Breeze project, including its checklists, comments count, time entries and custom field values.
- Get project
Returns a single Breeze project, including its budget, members and tracked time.
- List cards
Returns the tasks (cards) in a Breeze project, 100 per page.
- List comments
Returns the comments on a task in a Breeze project.
- List lists
Returns the lists in a Breeze project.
- List projects
Returns all active projects in the Breeze account.
- List time entries
Returns the time entries logged against a task in a Breeze project.
- List todos
Returns the items on a checklist of a task in a Breeze project.
- List users
Returns the people on your Breeze team.
- Move card
Moves a task to another list, or to another position within its list.
- Update card
Updates a task in a Breeze project. Only the values you supply are changed. Returns the updated task.
- Update comment
Changes the text of a comment on a task in a Breeze project. Returns the updated comment.
- Update list
Renames a list in a Breeze project. Returns the updated list.
- Update project
Updates a Breeze project. Only the values you supply are changed. Returns the updated project.
- Update time entry
Updates a time entry on a task in a Breeze project. Only the values you supply are changed. Returns the updated time entry.
- Update todo
Updates a checklist item on a task in a Breeze project. Only the values you supply are changed. Returns the updated item.
- 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
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Questions
Breeze and Qdrant, answered
What can start an automation from Breeze?
Any of Breeze's 6 triggers in the catalog, including New Project, New Task, Tag Added to Task and Task Moved. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Breeze?
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 Breeze?
Qdrant has no triggers in the catalog today, so automations start in Breeze. 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 Breeze 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 Breeze 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.