--- title: "Connect Breeze to Qdrant - APIANT.ai" description: "When \"New Project\" fires in Breeze, your agent runs \"Add collection\" in Qdrant." canonical: "https://apiant.ai/connect/breeze-to-qdrant" --- # Connect Breeze to Qdrant When **New Project** fires in [Breeze](https://apiant.ai/connections/breeze), your agent runs **Add collection** in [Qdrant](https://apiant.ai/connections/qdrant). Describe the whole flow and it is built, tested on every scenario and kept running. Breeze **6** triggers Breeze **30** actions Qdrant **15** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Breeze and Qdrant to do together? Give your AI client this address. `https://mcp.apiant.ai` One 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.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) Example flows ## What Breeze can start in Qdrant - When **New Project** in Breeze then **Add collection** in Qdrant - When **New Task** in Breeze 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 Breeze and Qdrant ## Triggers and actions 6 triggers · 45 actions - Trigger **New Project** Triggers when a new project is created in Breeze. - Trigger **New Task** Triggers when a new task is created in the selected Breeze project. - Trigger **Project Renamed** Triggers when a Breeze project is given a new name. - Trigger **Tag Added to Task** Triggers when a tag is added to a task in the selected Breeze project. - Trigger **Task Moved** Triggers when a task is moved to a different list in the selected Breeze project. - Trigger **Task Status Updated** Triggers when a task's status changes in the selected Breeze project. - Action **Add comment** Adds a comment to a task in a Breeze project. Returns the comment that was created. - Action **Add list** Adds a new list to a Breeze project. Returns the list that was created. - Action **Add time entry** Logs a time entry against a task in a Breeze project. Returns the time entry that was created. - Action **Add todo** Adds a checklist item to a task in a Breeze project. Returns the checklist item that was created. - Action **Create New Project** Creates a new project in Breeze. Returns the project that was created. - Action **Create New Task** Creates a new task (card) in a Breeze project. Returns the task that was created. - Action **Delete card** Deletes a task (card) from a Breeze project. - Action **Delete comment** Deletes a comment from a task in a Breeze project. - Action **Delete list** Deletes a list from a Breeze project. - Action **Delete project** Deletes a project from Breeze. - Action **Delete time entry** Deletes a time entry from a task in a Breeze project. - Action **Delete todo** Deletes a checklist item from a task in a Breeze project. - Action **Find Project** Returns the Breeze projects whose name contains the text you supply. - Action **Generate time tracking report** Generates a time tracking report for a date range, optionally limited to certain projects, people, lists or tags. - Action **Get card** Returns a single task (card) from a Breeze project, including its checklists, comments count, time entries and custom field values. - Action **Get project** Returns a single Breeze project, including its budget, members and tracked time. - Action **List cards** Returns the tasks (cards) in a Breeze project, 100 per page. - Action **List comments** Returns the comments on a task in a Breeze project. - Action **List lists** Returns the lists in a Breeze project. - Action **List projects** Returns all active projects in the Breeze account. - Action **List time entries** Returns the time entries logged against a task in a Breeze project. - Action **List todos** Returns the items on a checklist of a task in a Breeze project. - Action **List users** Returns the people on your Breeze team. - Action **Move card** Moves a task to another list, or to another position within its list. - Action **Update card** Updates a task in a Breeze project. Only the values you supply are changed. Returns the updated task. - Action **Update comment** Changes the text of a comment on a task in a Breeze project. Returns the updated comment. - Action **Update list** Renames a list in a Breeze project. Returns the updated list. - Action **Update project** Updates a Breeze project. Only the values you supply are changed. Returns the updated project. - Action **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. - Action **Update todo** Updates a checklist item on a task in a Breeze project. Only the values you supply are changed. Returns the updated item. - Action **Add collection** Creates a new Qdrant collection with the given name and vector configuration. - Action **Add payload index** Creates a payload index on a field of a Qdrant collection so that filters on that field run fast. - Action **Add points** Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id. - Action **Add snapshot** Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum. - Action **Count points** Returns the number of points in a Qdrant collection, optionally only those matching a payload filter. - Action **Delete collection** Deletes a Qdrant collection and all of the points and data stored in it. - Action **Delete points** Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter. - Action **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. - Action **Get collection** Returns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema. - Action **Get point** Returns a single point from a Qdrant collection, including its payload and vector. - Action **List collections** Returns the names of all collections in your Qdrant cluster. - Action **List points** Returns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field. - Action **List snapshots** Returns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum. - Action **Update collection** Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters. - Action **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. ## Each app on its own - [ **Breeze** Breeze is a simple project management tool that enables teams to plan, track and organize their work.](https://apiant.ai/connections/breeze) - [ **Qdrant** Vector database and search engine for similarity search, RAG, recommendations, and AI agent retrieval at...](https://apiant.ai/connections/qdrant) Reviews ## What our customers say ## More from Breeze - [ **Breeze to GoHighLevel** All-in-one sales and marketing platform agencies white-label and resell to their clients — contacts...](https://apiant.ai/connect/breeze-to-gohighlevel) - [ **Breeze to OnceHub** Capture, qualify, and engage with inbound leads using ScheduleOnce, ChatOnce, FormOnce and SubmitOnce.](https://apiant.ai/connect/breeze-to-oncehub) - [ **Breeze to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/breeze-to-hubspot) - [ **Breeze to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/breeze-to-salesforce) - [ **Breeze to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/breeze-to-slack) - [ **Breeze to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/breeze-to-gmail) ## More into Qdrant - [ **HubSpot to Qdrant** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-qdrant) - [ **Salesforce to Qdrant** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-qdrant) - [ **Slack to Qdrant** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-qdrant) - [ **Google Sheets to Qdrant** Google Sheets](https://apiant.ai/connect/google-sheets-to-qdrant) - [ **Gmail to Qdrant** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-qdrant) - [ **Google Calendar to Qdrant** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-qdrant) 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.