--- title: "Connect Finmo to Qdrant - APIANT.ai" description: "When \"Application Submitted by Borrower\" fires in Finmo, your agent runs \"Add collection\" in Qdrant." canonical: "https://apiant.ai/connect/finmo-to-qdrant" --- # Connect Finmo to Qdrant When **Application Submitted by Borrower** fires in [Finmo](https://apiant.ai/connections/finmo), 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. Finmo **6** triggers Finmo **13** 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 Finmo 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 Finmo can start in Qdrant - When **Application Submitted by Borrower** in Finmo then **Add collection** in Qdrant - When **Deal Submitted** in Finmo 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 Finmo and Qdrant ## Triggers and actions 6 triggers · 28 actions - Trigger **Application Started** Triggers when a new mortgage application is started in Finmo. - Trigger **Application Submitted by Borrower** Triggers when a borrower submits (or resubmits) a mortgage application in Finmo. - Trigger **Deal Submitted** Triggers when a deal (application) in Finmo reaches the Submitted status. - Trigger **Updated Borrower Email** Triggers when a borrower's email address changes (or a new borrower appears) on any application in the selected team. - Trigger **Updated Deal Status** Triggers when an application (deal) changes to a new status. - Trigger **Updated Document Request Status** Triggers when a document request on a Finmo application changes status (requested, needs attention, for review, approved, archived). - Action **Add application** Creates a new mortgage application (deal) in Finmo for a new or existing applicant, optionally inviting the borrower. - Action **Add client** Adds a client (borrower) to a Finmo application, optionally inviting them to the borrower portal. - Action **Add client income** Adds an income (employment, pension, support or other) to a borrower on a Finmo application. - Action **Add client liability** Creates a liability (credit card, loan, lease, support payment, etc.) on a Finmo application for one or more of its borrowers. - Action **Add document** Creates a document upload on a Finmo application and returns a signed link for uploading the file. - Action **Add document request** Creates a document request on a Finmo application, asking one or more borrowers to provide a document of the chosen type. - Action **Delete client** Removes a client (borrower) from a Finmo application. - Action **Find applications by criteria** Searches applications by borrower name or application ID, optionally narrowed to a brokerage, team or broker. - Action **Get client** Returns a client (borrower) on a Finmo application, including their contact details and profile. - Action **List application documents** Returns every document (document request) on a Finmo application, with its status, file details, borrower and document template. - Action **List applications** Returns application overviews for a brokerage, team or broker, optionally searched by borrower name. - Action **Update application** Updates an application's goal settings, such as the goal, purchase price, down payment, property use and closing date. - Action **Update client** Updates a client (borrower) on a Finmo application with new contact, personal and portal details. - 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 - [ **Finmo** Finmo manages the end to end mortgage process.](https://apiant.ai/connections/finmo) - [ **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 Finmo - [ **Finmo to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/finmo-to-hubspot) - [ **Finmo to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/finmo-to-salesforce) - [ **Finmo to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/finmo-to-slack) - [ **Finmo to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/finmo-to-google-sheets) - [ **Finmo to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/finmo-to-gmail) - [ **Finmo to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/finmo-to-google-calendar) ## 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 is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](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 ## Finmo and Qdrant, answered ### ### What can start an automation from Finmo? Any of Finmo's 6 triggers in the catalog, including Application Submitted by Borrower, Deal Submitted, Updated Borrower Email and Updated Deal Status. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Qdrant when something happens in Finmo? 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 Finmo? Qdrant has no triggers in the catalog today, so automations start in Finmo. 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 Finmo 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 Finmo 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.